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2020 – today
- 2025
- [j299]Omar Hashash, Christina Chaccour, Walid Saad, Tao Yu, Kei Sakaguchi, Mérouane Debbah:
The Seven Worlds and Experiences of the Wireless Metaverse: Challenges and Opportunities. IEEE Commun. Mag. 63(2): 120-127 (2025) - [j298]Christina Chaccour
, Walid Saad
, Mérouane Debbah, Zhu Han
, H. Vincent Poor
:
Less Data, More Knowledge: Building Next-Generation Semantic Communication Networks. IEEE Commun. Surv. Tutorials 27(1): 37-76 (2025) - [j297]Cheonyong Kim
, Walid Saad
, Jonghun Han
, Tao Yu
, Kei Sakaguchi
, Minchae Jung
:
Real-Time Task Scheduling With Fairness in Digital Twin Systems. IEEE Internet Things J. 12(7): 7846-7862 (2025) - [j296]Nway Nway Ei
, Pyae Sone Aung
, Zhu Han
, Walid Saad
, Choong Seon Hong
:
Deep-Reinforcement-Learning-Based Resource Management for Task Offloading in Integrated Terrestrial and Nonterrestrial Networks. IEEE Internet Things J. 12(9): 11977-11993 (2025) - [j295]Mahdi Chehimi
, Kenneth Goodenough, Walid Saad
, Don Towsley
, Tony X. Zhou
:
Entanglement Distribution Delay Optimization in Quantum Networks With Distillation. IEEE J. Sel. Areas Commun. 43(5): 1871-1886 (2025) - [j294]Anoop A, Christo Kurisummoottil Thomas
, Kala S, J. V. Bibal Benifa, Walid Saad:
Dual-mode Index Modulation based on Affine Frequency Division Multiplexing. Phys. Commun. 70: 102628 (2025) - [j293]Mehdi Naderi Soorki
, Hossein Aghajari
, Sajad Ahmadinabi, Hamed Bakhtiari Babadegani, Christina Chaccour
, Walid Saad
:
Catch Me If You Can: Deep Meta-RL for Search-and-Rescue Using LoRa UAV Networks. IEEE Trans. Mob. Comput. 24(2): 763-778 (2025) - [j292]Mahdi Chehimi
, Mohamed Elhattab
, Walid Saad
, Gayane Vardoyan
, Nitish K. Panigrahy
, Chadi Assi
, Don Towsley
:
Reconfigurable Intelligent Surface (RIS)-Assisted Entanglement Distribution in FSO Quantum Networks. IEEE Trans. Wirel. Commun. 24(4): 3132-3148 (2025) - [j291]Po-Heng Chou
, Bo-Ren Zheng, Wan-Jen Huang
, Walid Saad
, Yu Tsao
, Ronald Y. Chang
:
Deep Reinforcement Learning-Based Precoding for Multi-RIS-Aided Multiuser Downlink Systems With Practical Phase Shift. IEEE Wirel. Commun. Lett. 14(1): 23-27 (2025) - [c299]Saeed Mohseni-Sehdeh, Walid Saad, Kei Sakaguchi, Tao Yu:
Causal Digital Twins for Physical System Control. CISS 2025: 1-6 - [c298]Alexander C. DeRieux, Walid Saad:
eQMARL: Entangled Quantum Multi-Agent Reinforcement Learning for Distributed Cooperation over Quantum Channels. ICLR 2025 - [c297]Minsu Kim, Pinyarash Pinyoanuntapong, Bong-Ho Kim, Walid Saad, Doru Calin:
Edge vs Cloud: How Do We Balance Cost, Latency, and Quality for Large Language Models Over 5G Networks? WCNC 2025: 1-6 - [c296]Nitisha Singh, Christo Kurisummoottil Thomas, Walid Saad, Emilio Calvanese Strinati:
On the Computing and Communication Tradeoff in Reasoning-Based Multi-User Semantic Communications. WCNC 2025: 1-6 - [i352]Lingyi Wang, Rashed Shelim, Walid Saad, Naren Ramakrishnan:
DMWM: Dual-Mind World Model with Long-Term Imagination. CoRR abs/2502.07591 (2025) - [i351]Mrityunjoy Gain, Kitae Kim, Avi Deb Raha, Apurba Adhikary, Walid Saad, Zhu Han, Choong Seon Hong:
AI-Driven Framework for Multi-Service Multi-Modal Devices in NextG ORAN Systems. CoRR abs/2504.01730 (2025) - [i350]Yu Min Park, Yan Kyaw Tun, Walid Saad, Choong Seon Hong:
Resource-Efficient Beam Prediction in mmWave Communications with Multimodal Realistic Simulation Framework. CoRR abs/2504.05187 (2025) - [i349]Tingyu Shui, Walid Saad, Ye Hu, Mingzhe Chen:
Resilient Vehicular Communications under Imperfect Channel State Information. CoRR abs/2505.01687 (2025) - [i348]Tingyu Shui, Walid Saad, Mingzhe Chen:
Sensing Safety Analysis for Vehicular Networks with Integrated Sensing and Communication (ISAC). CoRR abs/2505.01688 (2025) - [i347]Lingyi Wang, Rashed Shelim, Walid Saad, Naren Ramakrishnan:
World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks. CoRR abs/2505.01712 (2025) - 2024
- [j290]Mojtaba Vaezi, Xingqin Lin, Hongliang Zhang
, Walid Saad, H. Vincent Poor:
Deep Reinforcement Learning for Interference Management in UAV-Based 3D Networks: Potentials and Challenges. IEEE Commun. Mag. 62(2): 134-140 (2024) - [j289]Bassel Al Homssi, Kosta Dakic, Ke Wang
, Tansu Alpcan, Ben Allen, Russell Boyce, Sithamparanathan Kandeepan, Akram Al-Hourani, Walid Saad:
Artificial Intelligence Techniques for Next-Generation Massive Satellite Networks. IEEE Commun. Mag. 62(4): 66-72 (2024) - [j288]Mahdi Chehimi
, Christina Chaccour
, Christo Kurisummoottil Thomas
, Walid Saad
:
Quantum Semantic Communications for Resource-Efficient Quantum Networking. IEEE Commun. Lett. 28(4): 803-807 (2024) - [j287]Jalal Jalali
, Ata Khalili
, Hina Tabassum
, Rafael Berkvens
, Jeroen Famaey
, Walid Saad
:
Energy-Efficient THz NOMA for SWIPT-Aided Miniature UAV Networks. IEEE Commun. Lett. 28(5): 1107-1111 (2024) - [j286]Aidin Ferdowsi
, Walid Saad
:
Brainstorming Generative Adversarial Network (BGAN): Toward Multiagent Generative Models With Distributed Data Sets. IEEE Internet Things J. 11(5): 7828-7840 (2024) - [j285]Apurba Adhikary
, Avi Deb Raha
, Yu Qiao
, Walid Saad
, Zhu Han
, Choong Seon Hong
:
Holographic MIMO With Integrated Sensing and Communication for Energy-Efficient Cell-Free 6G Networks. IEEE Internet Things J. 11(19): 30617-30635 (2024) - [j284]Zhenzhen Gong
, Omar Hashash
, Yingze Wang
, Qimei Cui
, Wei Ni
, Walid Saad
, Kei Sakaguchi
:
UAV-Aided Lifelong Learning for AoI and Energy Optimization in Nonstationary IoT Networks. IEEE Internet Things J. 11(24): 39206-39224 (2024) - [j283]Ishtiaq Ahmad
, Zeeshan Kaleem, Jan Plachy, Hina Tabassum, Zdenek Becvar, Walid Saad:
Guest Editorial: Flexible Reconfigurable Intelligent Surfaces for Integrated Air-to-ground Internet of Things: Architecture, Recent Advances, and Future Applications. IEEE Internet Things Mag. 7(2): 12-13 (2024) - [j282]Tao Yu, Zongdian Li, Omar Hashash, Kei Sakaguchi, Walid Saad, Mérouane Debbah:
Internet of Federated Digital Twins: Connecting Twins Beyond Borders for Society 5.0. IEEE Internet Things Mag. 7(5): 64-71 (2024) - [j281]Sheikh Salman Hassan
, Yu Min Park
, Yan Kyaw Tun
, Walid Saad
, Zhu Han
, Choong Seon Hong
:
SpaceRIS: LEO Satellite Coverage Maximization in 6G Sub-THz Networks by MAPPO DRL and Whale Optimization. IEEE J. Sel. Areas Commun. 42(5): 1262-1278 (2024) - [j280]Mahdi Chehimi
, Samuel Yen-Chi Chen, Walid Saad
, Don Towsley
, Mérouane Debbah
:
Foundations of Quantum Federated Learning Over Classical and Quantum Networks. IEEE Netw. 38(1): 124-130 (2024) - [j279]Shengzhe Xu
, Christo Kurisummoottil Thomas
, Omar Hashash
, Nikhil Muralidhar, Walid Saad
, Naren Ramakrishnan
:
Large Multi-Modal Models (LMMs) as Universal Foundation Models for AI-Native Wireless Systems. IEEE Netw. 38(5): 10-20 (2024) - [j278]Mahdi Chehimi, Samuel Yen-Chi Chen, Walid Saad, Shinjae Yoo:
Federated quantum long short-term memory (FedQLSTM). Quantum Mach. Intell. 6(2): 43 (2024) - [j277]Cheonyong Kim
, Walid Saad
, Minchae Jung
:
Performance Analysis of RIS-Aided Multibeam Satellite Communication Systems. IEEE Trans. Aerosp. Electron. Syst. 60(6): 9383-9393 (2024) - [j276]Bernd Simon
, Andrea Ortiz
, Walid Saad
, Anja Klein
:
Decentralized Online Learning in Task Assignment Games for Mobile Crowdsensing. IEEE Trans. Commun. 72(8): 4945-4960 (2024) - [j275]Md. Shirajum Munir
, Kitae Kim
, Sarder Fakhrul Abedin
, Md. Golam Rabiul Alam
, Walid Saad
, Choong Seon Hong
:
Cognitive Behavior-in-the-Loop: Towards an Attentive Driving in Intelligent Transportation Systems. IEEE Trans. Ind. Informatics 20(12): 14469-14478 (2024) - [j274]Kui Wang
, Zongdian Li
, Kazuma Nonomura
, Tao Yu
, Kei Sakaguchi
, Omar Hashash
, Walid Saad
:
Smart Mobility Digital Twin Based Automated Vehicle Navigation System: A Proof of Concept. IEEE Trans. Intell. Veh. 9(3): 4348-4361 (2024) - [j273]Bo Zhou
, Walid Saad
:
Age of Information in Ultra-Dense IoT Systems: Performance and Mean-Field Game Analysis. IEEE Trans. Mob. Comput. 23(5): 4533-4547 (2024) - [j272]Sheikh Salman Hassan
, Yu Min Park
, Yan Kyaw Tun
, Walid Saad
, Zhu Han
, Choong Seon Hong
:
Satellite-Based ITS Data Offloading & Computation in 6G Networks: A Cooperative Multi-Agent Proximal Policy Optimization DRL With Attention Approach. IEEE Trans. Mob. Comput. 23(5): 4956-4974 (2024) - [j271]Cheonyong Kim
, Walid Saad
, Taehyoung Kim
, Minchae Jung
:
Asymptotic Achievable Rate and Scheduling Gain in RIS-Aided Massive MIMO Systems. IEEE Trans. Mob. Comput. 23(10): 9898-9912 (2024) - [j270]Mahdi Boloursaz Mashhadi
, Mahnoosh Mahdavimoghadam, Regius Rahim Tafazolli
, Walid Saad
:
Collaborative Learning With a Drone Orchestrator. IEEE Trans. Veh. Technol. 73(1): 637-650 (2024) - [j269]Minsu Kim
, Walid Saad
, Mohammad Mozaffari
, Mérouane Debbah
:
Green, Quantized Federated Learning Over Wireless Networks: An Energy-Efficient Design. IEEE Trans. Wirel. Commun. 23(2): 1386-1402 (2024) - [j268]Yongjeong Oh
, Yo-Seb Jeon
, Mingzhe Chen
, Walid Saad
:
FedVQCS: Federated Learning via Vector Quantized Compressed Sensing. IEEE Trans. Wirel. Commun. 23(3): 1755-1770 (2024) - [j267]Sihua Wang
, Mingzhe Chen
, Christopher G. Brinton
, Changchuan Yin
, Walid Saad
, Shuguang Cui
:
Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks. IEEE Trans. Wirel. Commun. 23(3): 2340-2356 (2024) - [j266]Yong Xiao
, Yiwei Liao
, Yingyu Li, Guangming Shi
, H. Vincent Poor
, Walid Saad
, Mérouane Debbah
, Mehdi Bennis
:
Reasoning Over the Air: A Reasoning- Based Implicit Semantic-Aware Communication Framework. IEEE Trans. Wirel. Commun. 23(4): 3839-3855 (2024) - [j265]Christo Kurisummoottil Thomas
, Walid Saad
:
Neuro-Symbolic Causal Reasoning Meets Signaling Game for Emergent Semantic Communications. IEEE Trans. Wirel. Commun. 23(5): 4546-4563 (2024) - [j264]Tilahun Melkamu Getu
, Walid Saad
, Georges Kaddoum
, Mehdi Bennis
:
Performance Limits of a Deep Learning-Enabled Text Semantic Communication Under Interference. IEEE Trans. Wirel. Commun. 23(8): 10213-10228 (2024) - [j263]Christina Chaccour
, Walid Saad
, Mérouane Debbah
, H. Vincent Poor
:
Joint Sensing, Communication, and AI: A Trifecta for Resilient THz User Experiences. IEEE Trans. Wirel. Commun. 23(9): 11444-11460 (2024) - [j262]Fuad Choudhury
, Aïssa Ikhlef
, Walid Saad
, Mérouane Debbah
:
Deep Learning for Detection and Identification of Asynchronous Pilot Spoofing Attacks in Massive MIMO Networks. IEEE Trans. Wirel. Commun. 23(11): 17103-17114 (2024) - [j261]Christo Kurisummoottil Thomas
, Christina Chaccour
, Walid Saad
, Mérouane Debbah
, Choong Seon Hong
:
Causal Reasoning: Charting a Revolutionary Course for Next-Generation AI-Native Wireless Networks. IEEE Veh. Technol. Mag. 19(1): 16-31 (2024) - [j260]Tengchan Zeng, Aidin Ferdowsi, Omid Semiari, Walid Saad, Choong Seon Hong:
Convergence of Communications, Control, and Machine Learning for Secure and Autonomous Vehicle Navigation. IEEE Wirel. Commun. 31(4): 132-138 (2024) - [j259]Farhad Rezazadeh
, Hatim Chergui, Shuaib Siddiqui, Josep Mangues, Houbing Song, Walid Saad, Mehdi Bennis:
Intelligible Protocol Learning for Resource Allocation in 6G O-RAN Slicing. IEEE Wirel. Commun. 31(5): 192-199 (2024) - [c295]Christo Kurisummoottil Thomas, Walid Saad:
Symbolic Logic and Category Theory for Reasoning-Enabled Semantic Communications. IEEECONF 2024: 121-125 - [c294]Christo Kurisummoottil Thomas, Emilio Calvanese Strinati, Walid Saad:
Reasoning with the Theory of Mind for Pragmatic Semantic Communication. CCNC 2024: 662-668 - [c293]Christo Kurisummoottil Thomas, Walid Saad:
Hypergame Theory for Decentralized Resource Allocation in Multi-user Semantic Communications. CDC 2024: 6036-6043 - [c292]Rashed Shelim, Walid Saad, Naren Ramakrishnan:
Fast Geometric Learning of MIMO Signal Detection over Grassmannian Manifolds. GLOBECOM 2024: 1155-1160 - [c291]Yuanjian Li, A. S. Madhukumar, Tan Zheng Hui Ernest, Gan Zheng, Walid Saad, A. Hamid Aghvami:
Energy-Efficient UAV-Aided Computation Offloading on THz Band: A MADRL Solution. GLOBECOM 2024: 1515-1520 - [c290]Tingyu Shui, Walid Saad:
Design and Analysis of Resilient Vehicular Platoon Systems over Wireless Networks. GLOBECOM 2024: 5186-5192 - [c289]Vlad-Costin Andrei, Aladin Djuhera, Xinyang Li, Ullrich J. Mönich, Walid Saad, Holger Boche:
Resilient, Federated Large Language Models over Wireless Networks: Why the PHY Matters. GLOBECOM 2024: 5211-5216 - [c288]Minsu Kim, Walid Saad:
Analysis of the Memorization and Generalization Capabilities of AI Agents: are Continual Learners Robust? ICASSP 2024: 6840-6844 - [c287]Vlad-Costin Andrei, Aladin Djuhera, Xinyang Li, Ullrich J. Mönich, Holger Boche, Walid Saad:
Resilient-By-Design Framework for MIMO-OFDM Communications Under Smart Jamming. ICC Workshops 2024: 1968-1973 - [c286]Chaofan Li, Huixiang Zhu, Yong Xiao, Yingyu Li, Dusit Niyato, Sumei Sun, Walid Saad:
Optimizing Reconfigurable Intelligent Surface-Assisted Distributed Wireless Sensing. ICC 2024: 2476-2481 - [c285]Md. Shirajum Munir, Sravanthi Proddatoori, Manjushree Muralidhara, Walid Saad, Zhu Han, Sachin Shetty:
A Zero Trust Framework for Realization and Defense Against Generative AI Attacks in Power Grid. ICC 2024: 2482-2488 - [c284]Lingyi Wang, Wei Wu, Fuhui Zhou, Feng Tian, Qihui Wu, Walid Saad:
A Unified Hierarchical Semantic Knowledge Base for Multi-Task Semantic Communication. ICC 2024: 2937-2943 - [c283]Po-Heng Chou
, Yen-Ting Liu, Wei-Chang Chen
, Walid Saad:
Markov Modeling for Licensed and Unlicensed Band Allocation in Underlay and Overlay D2D. ICC 2024: 3352-3357 - [c282]Kui Wang
, Tao Yu, Zongdian Li, Kei Sakaguchi, Omar Hashash, Walid Saad:
Digital Twins for Autonomous Driving: A Comprehensive Implementation and Demonstration. ICOIN 2024: 452-457 - [c281]Minsu Kim, Walid Saad, Mérouane Debbah, Choong Seon Hong:
SpaFL: Communication-Efficient Federated Learning With Sparse Models And Low Computational Overhead. NeurIPS 2024 - [c280]Kitae Kim, Yan Kyaw Tun
, Md. Shirajum Munir, Walid Saad, Choong Seon Hong:
Pilot Optimization and Channel Estimation Scheme for Semantic Communication: A Framework for Edge Intelligence. NOMS 2024: 1-7 - [i346]Kui Wang
, Tao Yu, Zongdian Li, Kei Sakaguchi, Omar Hashash, Walid Saad:
Digital Twins for Autonomous Driving: A Comprehensive Implementation and Demonstration. CoRR abs/2401.08653 (2024) - [i345]Mahdi Chehimi, Mohamed Kadry Elhattab, Walid Saad, Gayane Vardoyan, Nitish K. Panigrahy, Chadi Assi, Don Towsley:
Reconfigurable Intelligent Surface (RIS)-Assisted Entanglement Distribution in FSO Quantum Networks. CoRR abs/2401.10823 (2024) - [i344]Shengzhe Xu, Christo Kurisummoottil Thomas, Omar Hashash, Nikhil Muralidhar, Walid Saad, Naren Ramakrishnan:
Large Multi-Modal Models (LMMs) as Universal Foundation Models for AI-Native Wireless Systems. CoRR abs/2402.01748 (2024) - [i343]Kui Wang
, Zongdian Li, Kazuma Nonomura, Tao Yu, Kei Sakaguchi, Omar Hashash, Walid Saad:
Smart Mobility Digital Twin Based Automated Vehicle Navigation System: A Proof of Concept. CoRR abs/2402.12682 (2024) - [i342]Md. Shirajum Munir, Sravanthi Proddatoori, Manjushree Muralidhara, Walid Saad, Zhu Han, Sachin Shetty:
A Zero Trust Framework for Realization and Defense Against Generative AI Attacks in Power Grid. CoRR abs/2403.06388 (2024) - [i341]Vlad-Costin Andrei, Aladin Djuhera, Xinyang Li, Ullrich J. Mönich, Holger Boche, Walid Saad:
Resilient-By-Design Framework for MIMO-OFDM Communications under Smart Jamming. CoRR abs/2404.10598 (2024) - [i340]Walid Saad, Omar Hashash, Christo Kurisummoottil Thomas, Christina Chaccour, Mérouane Debbah, Narayan B. Mandayam, Zhu Han:
Artificial General Intelligence (AGI)-Native Wireless Systems: A Journey Beyond 6G. CoRR abs/2405.02336 (2024) - [i339]Khurshid Alam, Mohammad Asif Habibi, Matthias Tammen, Dennis Krummacker, Walid Saad, Marco Di Renzo, Tommaso Melodia, Xavier Costa-Pérez
, Mérouane Debbah, Ashutosh Dutta, Hans D. Schotten:
A Comprehensive Overview and Survey of O-RAN: Exploring Slicing-aware Architecture, Deployment Options, and Use Cases. CoRR abs/2405.03555 (2024) - [i338]Tingyu Shui, Walid Saad:
Design and Analysis of Resilient Vehicular Platoon Systems over Wireless Networks. CoRR abs/2405.08706 (2024) - [i337]Mahdi Chehimi, Kenneth Goodenough, Walid Saad, Don Towsley, Tony X. Zhou:
Entanglement Distribution Delay Optimization in Quantum Networks with Distillation. CoRR abs/2405.09034 (2024) - [i336]Alexander C. DeRieux
, Walid Saad:
eQMARL: Entangled Quantum Multi-Agent Reinforcement Learning for Distributed Cooperation over Quantum Channels. CoRR abs/2405.17486 (2024) - [i335]Minsu Kim, Walid Saad, Mérouane Debbah, Choong Seon Hong:
SpaFL: Communication-Efficient Federated Learning with Sparse Models and Low computational Overhead. CoRR abs/2406.00431 (2024) - [i334]Rashed Shelim, Walid Saad, Naren Ramakrishnan:
Fast Geometric Learning of MIMO Signal Detection over Grassmannian Manifolds. CoRR abs/2406.10453 (2024) - [i333]Yu Min Park, Sheikh Salman Hassan, Yan Kyaw Tun, Eui-Nam Huh, Walid Saad, Choong Seon Hong:
Design Optimization of NOMA Aided Multi-STAR-RIS for Indoor Environments: A Convex Approximation Imitated Reinforcement Learning Approach. CoRR abs/2406.13280 (2024) - [i332]Nitisha Singh, Christo Kurisummoottil Thomas, Walid Saad, Emilio Calvanese Strinati:
On the Computing and Communication Tradeoff in Reasoning-Based Multi-User Semantic Communications. CoRR abs/2406.15199 (2024) - [i331]Aladin Djuhera, Vlad-Costin Andrei, Xinyang Li, Ullrich J. Mönich, Holger Boche, Walid Saad:
R-SFLLM: Jamming Resilient Framework for Split Federated Learning with Large Language Models. CoRR abs/2407.11654 (2024) - [i330]Mohamed Shaban, Muhammad Ismail, Walid Saad:
SPARQ: Efficient Entanglement Distribution and Routing in Space-Air-Ground Quantum Networks. CoRR abs/2409.12891 (2024) - [i329]Christo Kurisummoottil Thomas, Walid Saad:
Hypergame Theory for Decentralized Resource Allocation in Multi-user Semantic Communications. CoRR abs/2409.17985 (2024) - [i328]Sheikh Salman Hassan, Yu Min Park, Yan Kyaw Tun
, Walid Saad, Zhu Han, Choong Seon Hong:
Enhancing Spectrum Efficiency in 6G Satellite Networks: A GAIL-Powered Policy Learning via Asynchronous Federated Inverse Reinforcement Learning. CoRR abs/2409.18718 (2024) - [i327]Saeed Mohseni-Sehdeh, Walid Saad:
Induced Covariance for Causal Discovery in Linear Sparse Structures. CoRR abs/2410.01221 (2024) - [i326]Kui Wang
, Kazuma Nonomura, Zongdian Li, Tao Yu, Kei Sakaguchi, Omar Hashash, Walid Saad, Changyang She, Yonghui Li:
Augmented Intelligence in Smart Intersections: Local Digital Twins-Assisted Hybrid Autonomous Driving. CoRR abs/2410.12163 (2024) - [i325]Tingyu Shui, Walid Saad, Mingzhe Chen:
A Resilience Perspective on C-V2X Communication Networks under Imperfect CSI. CoRR abs/2411.10925 (2024) - [i324]Aladin Djuhera, Vlad-Costin Andrei, Amin Seffo, Holger Boche, Walid Saad:
SCoTT: Wireless-Aware Path Planning with Vision Language Models and Strategic Chains-of-Thought. CoRR abs/2411.18212 (2024) - [i323]Aladin Djuhera, Vlad-Costin Andrei, Mohsen Pourghasemian, Haris Gacanin, Holger Boche, Walid Saad:
R-MTLLMF: Resilient Multi-Task Large Language Model Fusion at the Wireless Edge. CoRR abs/2411.18220 (2024) - [i322]Yasemin Karacora, Christina Chaccour, Aydin Sezgin, Walid Saad:
Event-Based Framework for Agile Resilience in Criticality-Aware Wireless Networks. CoRR abs/2412.01909 (2024) - [i321]Robert-Jeron Reifert, Yasemin Karacora, Christina Chaccour, Aydin Sezgin, Walid Saad:
Resilience and Criticality: Brothers in Arms for 6G. CoRR abs/2412.03661 (2024) - 2023
- [j258]Junqing Zhang, Guanxiong Shen, Walid Saad, Kaushik Roy Chowdhury:
Radio Frequency Fingerprint Identification for Device Authentication in the Internet of Things. IEEE Commun. Mag. 61(10): 110-115 (2023) - [j257]Kitae Kim
, Yan Kyaw Tun
, Md. Shirajum Munir
, Walid Saad
, Choong Seon Hong
:
Deep Reinforcement Learning for Channel Estimation in RIS-Aided Wireless Networks. IEEE Commun. Lett. 27(8): 2053-2057 (2023) - [j256]Sheikh Salman Hassan
, DoHyeon Kim
, Yan Kyaw Tun
, Nguyen Hoang Tran
, Walid Saad
, Choong Seon Hong
:
Seamless and Energy-Efficient Maritime Coverage in Coordinated 6G Space-Air-Sea Non-Terrestrial Networks. IEEE Internet Things J. 10(6, March 15): 4749-4769 (2023) - [j255]Ali Pourranjbar
, Georges Kaddoum
, Walid Saad
:
Recurrent-Neural-Network-Based Anti-Jamming Framework for Defense Against Multiple Jamming Policies. IEEE Internet Things J. 10(10): 8799-8811 (2023) - [j254]Md. Shirajum Munir
, Ki Tae Kim
, Apurba Adhikary
, Walid Saad
, Sachin Shetty
, Seong-Bae Park
, Choong Seon Hong
:
Neuro-Symbolic Explainable Artificial Intelligence Twin for Zero-Touch IoE in Wireless Network. IEEE Internet Things J. 10(24): 22451-22468 (2023) - [j253]Lunan Sun
, Yang Yang
, Mingzhe Chen
, Caili Guo
, Walid Saad
, H. Vincent Poor
:
Adaptive Information Bottleneck Guided Joint Source and Channel Coding for Image Transmission. IEEE J. Sel. Areas Commun. 41(8): 2628-2644 (2023) - [j252]Christo Kurisummoottil Thomas
, Walid Saad
, Yong Xiao
:
Causal Semantic Communication for Digital Twins: A Generalizable Imitation Learning Approach. IEEE J. Sel. Areas Inf. Theory 4: 698-717 (2023) - [j251]Ye Hu
, Xiaodong Wang
, Walid Saad
:
Distributed and Distribution-Robust Meta Reinforcement Learning (D$^{2}$-RMRL) for Data Pre-Storage and Routing in Cube Satellite Networks. IEEE J. Sel. Top. Signal Process. 17(1): 128-141 (2023) - [j250]Mohammad Karimzadeh-Farshbafan
, Walid Saad
, Mérouane Debbah:
Curriculum Learning for Goal-Oriented Semantic Communications With a Common Language. IEEE Trans. Commun. 71(3): 1430-1446 (2023) - [j249]Yasemin Karacora
, Christina Chaccour
, Aydin Sezgin
, Walid Saad
:
Event-Based Beam Tracking With Dynamic Beamwidth Adaptation in Terahertz (THz) Communications. IEEE Trans. Commun. 71(10): 6195-6210 (2023) - [j248]Hosein Zarini, Ata Khalili
, Hina Tabassum
, Mehdi Rasti
, Walid Saad
:
AlexNet Classifier and Support Vector Regressor for Scheduling and Power Control in Multimedia Heterogeneous Networks. IEEE Trans. Mob. Comput. 22(5): 2520-2536 (2023) - [j247]Yantong Wang
, Ye Hu
, Zhaohui Yang, Walid Saad
, Kai-Kit Wong
, Vasilis Friderikos
:
Learning From Images: Proactive Caching With Parallel Convolutional Neural Networks. IEEE Trans. Mob. Comput. 22(12): 7234-7248 (2023) - [j246]Minh N. H. Nguyen
, Shashi Raj Pandey
, Nguyen Dang Tri
, Eui-Nam Huh
, Nguyen Hoang Tran
, Walid Saad
, Choong Seon Hong
:
Self-Organizing Democratized Learning: Toward Large-Scale Distributed Learning Systems. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10698-10710 (2023) - [j245]Zhi Zhou
, Dusit Niyato
, Zehui Xiong
, Xiaowen Gong
, Walid Saad
, Xiaoming Fu
:
Guest Editorial The Nexus Between Edge Computing and AI for 6G Networks. IEEE Trans. Netw. Sci. Eng. 10(3): 1186-1189 (2023) - [j244]Mohammad Taghi Dabiri
, Mazen O. Hasna
, Walid Saad
:
Downlink Interference Analysis of UAV-Based mmWave Fronthaul for Small Cell Networks. IEEE Trans. Veh. Technol. 72(5): 5560-5575 (2023) - [j243]DoHyeon Kim
, Aunas Manzoor
, Madyan Alsenwi
, Yan Kyaw Tun
, Walid Saad
, Choong Seon Hong
:
Ruin Theory for User Association and Energy Optimization in Multi-Access Edge Computing. IEEE Trans. Veh. Technol. 72(9): 12436-12440 (2023) - [j242]Do-Yup Kim
, Walid Saad
, Jang-Won Lee
:
On the Use of High-Rise Topographic Features for Optimal Aerial Base Station Placement. IEEE Trans. Wirel. Commun. 22(3): 1868-1884 (2023) - [j241]Gilsoo Lee
, Walid Saad
, Mehdi Bennis
, Cheonyong Kim, Minchae Jung
:
An Online Framework for Ephemeral Edge Computing in the Internet of Things. IEEE Trans. Wirel. Commun. 22(3): 1992-2007 (2023) - [j240]Zhiyu Zhu
, Caili Guo
, Rongzhen Bao
, Mingzhe Chen
, Walid Saad
, Yang Yang
:
Positioning Using Visible Light Communications: A Perspective Arcs Approach. IEEE Trans. Wirel. Commun. 22(10): 6962-6977 (2023) - [j239]Tengchan Zeng
, Omid Semiari
, Walid Saad
, Mehdi Bennis
:
Wireless-Enabled Asynchronous Federated Fourier Neural Network for Turbulence Prediction in Urban Air Mobility (UAM). IEEE Trans. Wirel. Commun. 22(11): 7902-7916 (2023) - [c279]Priyanka Sinha
, Jacek Kibilda, Walid Saad:
On the Tradeoff Between Heterogeneity and Communication Complexity in Federated Learning. ACSSC 2023: 115-121 - [c278]Mahdi Chehimi, Omar Hashash, Walid Saad:
The Roadmap to a Quantum-Enabled Wireless Metaverse: Beyond the Classical Limits. ACTEA 2023: 7-12 - [c277]Jalal Jalali, Ata Khalili, Atefeh Rezaei, Jeroen Famaey, Walid Saad:
Power-efficient Antenna Switching and Beamforming Design for Multi-User SWIPT with Non-Linear Energy Harvesting. CCNC 2023: 746-751 - [c276]Walid Saad:
Keynote Speech 1 Unlocking the Wireless Metaverse with 6G and Artificial Intelligence (AI). FMEC 2023: 1-2 - [c275]Mahdi Chehimi, Bernd Simon, Walid Saad, Anja Klein, Don Towsley, Mérouane Debbah:
Matching Game for Optimized Association in Quantum Communication Networks. GLOBECOM 2023: 1375-1380 - [c274]Cheonyong Kim, Mahdi Chehimi, Minchae Jung, Walid Saad:
Real-Time Task Scheduling for Digital Twin Edge Network. GLOBECOM 2023: 7043-7048 - [c273]Christo Kurisummoottil Thomas, Walid Saad:
Reliable Beamforming at Terahertz Bands: Are Causal Representations the Way Forward? ICASSP 2023: 1-5 - [c272]Rakesh Mundlamuri, Rajeev Gangula, Christo Kurisummoottil Thomas, Florian Kaltenberger, Walid Saad:
Sensing Aided Channel Estimation in Wideband Millimeter-Wave MIMO Systems. ICC Workshops 2023: 1404-1409 - [c271]Stefan Roth
, Yasemin Karacora, Christina Chaccour, Aydin Sezgin, Walid Saad:
Integrated Communication and Control Systems: A Data Significance Perspective. ICC Workshops 2023: 1866-1871 - [c270]Omar Hashash, Christina Chaccour, Walid Saad, Kei Sakaguchi, Tao Yu:
Towards a Decentralized Metaverse: Synchronized Orchestration of Digital Twins and Sub-Metaverses. ICC 2023: 1905-1910 - [c269]Jingxuan Chai, Yong Xiao, Guangming Shi, Walid Saad:
Rate-Distortion-Perception Theory for Semantic Communication. ICNP 2023: 1-6 - [c268]Huixiang Zhu, Yong Xiao, Yingyu Li, Guangming Shi, Walid Saad:
Physical-Layer Semantic-Aware Network for Zero-Shot Wireless Sensing. ICNP 2023: 1-6 - [c267]Zineb Mahrez
, Maryam Ben Driss, Essaid Sabir, Walid Saad, Elmahdi Driouch:
Benchmarking of Anomaly Detection Techniques in O-RAN for Handover Optimization. IWCMC 2023: 119-125 - [c266]Mahdi Chehimi, Shahrooz Pouryousef, Nitish K. Panigrahy, Don Towsley, Walid Saad:
Scaling Limits of Quantum Repeater Networks. QCE 2023: 1205-1210 - [c265]Zineb Mahrez
, Essaid Sabir
, Walid Saad, Tarik Nesh-Nash, Mohammed Sadik
:
Theory of Change for the Transformation Towards Open Smart and Sustainable Mobility. SM 2023: 166-172 - [c264]Omar Hashash, Walid Saad, Mohammadreza F. Imani
, David R. Smith:
Simultaneous Transmitting and Reflecting (STAR)-RIS for Harmonious Millimeter Wave Spectrum Sharing. WCNC 2023: 1-6 - [c263]Minsu Kim, Alexander C. DeRieux, Walid Saad:
A Bargaining Game for Personalized, Energy Efficient Split Learning over Wireless Networks. WCNC 2023: 1-6 - [i320]Omar Hashash, Walid Saad, Mohammadreza F. Imani, David R. Smith:
Simultaneous Transmitting and Reflecting (STAR)-RIS for Harmonious Millimeter Wave Spectrum Sharing. CoRR abs/2301.10619 (2023) - [i319]Stefan Roth, Yasemin Karacora, Christina Chaccour, Aydin Sezgin, Walid Saad:
Integrated Communication and Control Systems: A Data Significance Perspective. CoRR abs/2302.01998 (2023) - [i318]Rakesh Mundlamuri, Rajeev Gangula, Christo Kurisummoottil Thomas, Florian Kaltenberger, Walid Saad:
Sensing aided Channel Estimation in Wideband Millimeter-Wave MIMO Systems. CoRR abs/2302.02065 (2023) - [i317]Tilahun Melkamu Getu, Walid Saad, Georges Kaddoum
, Mehdi Bennis:
Performance Limits of a Deep Learning-Enabled Text Semantic Communication under Interference. CoRR abs/2302.14702 (2023) - [i316]Mahnoosh Mahdavimoghadam, Mahdi Boloursaz Mashhadi
, Rahim Tafazolli
, Walid Saad:
Collaborative Learning with a Drone Orchestrator. CoRR abs/2303.02266 (2023) - [i315]Christo Kurisummoottil Thomas, Walid Saad:
Reliable Beamforming at Terahertz Bands: Are Causal Representations the Way Forward? CoRR abs/2303.08017 (2023) - [i314]Omar Hashash, Christina Chaccour, Walid Saad, Tao Yu, Kei Sakaguchi, Mérouane Debbah:
The Seven Worlds and Experiences of the Wireless Metaverse: Challenges and Opportunities. CoRR abs/2304.10282 (2023) - [i313]Christo Kurisummoottil Thomas, Walid Saad, Yong Xiao:
Causal Semantic Communication for Digital Twins: A Generalizable Imitation Learning Approach. CoRR abs/2304.12502 (2023) - [i312]Christina Chaccour, Walid Saad, Mérouane Debbah, H. Vincent Poor:
Joint Sensing, Communication, and AI: A Trifecta for Resilient THz User Experiences. CoRR abs/2305.00135 (2023) - [i311]Mojtaba Vaezi, Xingqin Lin, Hongliang Zhang, Walid Saad, H. Vincent Poor:
Deep Reinforcement Learning for Interference Management in UAV-based 3D Networks: Potentials and Challenges. CoRR abs/2305.07069 (2023) - [i310]Mahdi Chehimi, Shahrooz Pouryousef, Nitish K. Panigrahy, Don Towsley, Walid Saad:
Scaling Limits of Quantum Repeater Networks. CoRR abs/2305.08696 (2023) - [i309]Mahdi Chehimi, Bernd Simon, Walid Saad, Anja Klein, Don Towsley, Mérouane Debbah:
Matching Game for Optimized Association in Quantum Communication Networks. CoRR abs/2305.12682 (2023) - [i308]Mehdi Naderi Soorki, Hossein Aghajari, Sajad Ahmadinabi, Hamed Bakhtiari Babadegani, Christina Chaccour, Walid Saad:
Catch Me If You Can: Deep Meta-RL for Search-and-Rescue using LoRa UAV Networks. CoRR abs/2306.02911 (2023) - [i307]Yong Xiao, Yiwei Liao, Yingyu Li, Guangming Shi, H. Vincent Poor, Walid Saad, Mérouane Debbah, Mehdi Bennis:
Reasoning over the Air: A Reasoning-based Implicit Semantic-Aware Communication Framework. CoRR abs/2306.11229 (2023) - [i306]Tengchan Zeng, Aidin Ferdowsi, Omid Semiari, Walid Saad, Choong Seon Hong:
Convergence of Communications, Control, and Machine Learning for Secure and Autonomous Vehicle Navigation. CoRR abs/2307.02663 (2023) - [i305]Sheikh Salman Hassan, Yu Min Park, Yan Kyaw Tun
, Walid Saad, Zhu Han, Choong Seon Hong:
SpaceRIS: LEO Satellite Coverage Maximization in 6G Sub-THz Networks by MAPPO DRL and Whale Optimization. CoRR abs/2307.15469 (2023) - [i304]Minsu Kim, Walid Saad:
Analysis of the Memorization and Generalization Capabilities of AI Agents: Are Continual Learners Robust? CoRR abs/2309.10149 (2023) - [i303]Bernd Simon, Andrea Ortiz, Walid Saad, Anja Klein:
Decentralized Online Learning in Task Assignment Games for Mobile Crowdsensing. CoRR abs/2309.10594 (2023) - [i302]Christo Kurisummoottil Thomas, Christina Chaccour, Walid Saad, Mérouane Debbah, Choong Seon Hong:
Causal Reasoning: Charting a Revolutionary Course for Next-Generation AI-Native Wireless Networks. CoRR abs/2309.13223 (2023) - [i301]Mahdi Chehimi, Samuel Yen-Chi Chen, Walid Saad, Don Towsley, Mérouane Debbah:
Foundations of Quantum Federated Learning Over Classical and Quantum Networks. CoRR abs/2310.14516 (2023) - [i300]Christo Kurisummoottil Thomas, Emilio Calvanese Strinati, Walid Saad:
Reasoning with the Theory of Mind for Pragmatic Semantic Communication. CoRR abs/2311.18224 (2023) - [i299]Zhenzhen Gong, Omar Hashash, Yingze Wang, Qimei Cui, Wei Ni, Walid Saad, Kei Sakaguchi:
UAV-Aided Lifelong Learning for AoI and Energy Optimization in Non-Stationary IoT Networks. CoRR abs/2312.00334 (2023) - [i298]Maryam Ben Driss, Essaid Sabir, Halima Elbiaze, Walid Saad:
Federated Learning for 6G: Paradigms, Taxonomy, Recent Advances and Insights. CoRR abs/2312.04688 (2023) - [i297]Huixiang Zhu, Yong Xiao, Yingyu Li, Guangming Shi, Walid Saad:
Physical-Layer Semantic-Aware Network for Zero-Shot Wireless Sensing. CoRR abs/2312.05043 (2023) - [i296]Jingxuan Chai, Yong Xiao, Guangming Shi, Walid Saad:
Rate-Distortion-Perception Theory for Semantic Communication. CoRR abs/2312.05437 (2023) - [i295]Tao Yu, Zongdian Li, Kei Sakaguchi, Omar Hashash, Walid Saad, Mérouane Debbah:
Internet of Federated Digital Twins (IoFDT): Connecting Twins Beyond Borders for Society 5.0. CoRR abs/2312.06432 (2023) - [i294]Farhad Rezazadeh, Hatim Chergui, Shuaib Siddiqui, Josep Mangues, Houbing Song, Walid Saad, Mehdi Bennis:
Intelligible Protocol Learning for Resource Allocation in 6G O-RAN Slicing. CoRR abs/2312.07362 (2023) - [i293]Mahdi Chehimi, Samuel Yen-Chi Chen, Walid Saad, Shinjae Yoo:
Federated Quantum Long Short-term Memory (FedQLSTM). CoRR abs/2312.14309 (2023) - 2022
- [j238]Latif U. Khan
, Walid Saad, Dusit Niyato, Zhu Han, Choong Seon Hong:
Digital-Twin-Enabled 6G: Vision, Architectural Trends, and Future Directions. IEEE Commun. Mag. 60(1): 74-80 (2022) - [j237]Christina Chaccour
, Mehdi Naderi Soorki, Walid Saad
, Mehdi Bennis
, Petar Popovski
, Mérouane Debbah:
Seven Defining Features of Terahertz (THz) Wireless Systems: A Fellowship of Communication and Sensing. IEEE Commun. Surv. Tutorials 24(2): 967-993 (2022) - [j236]Latif U. Khan
, Zhu Han
, Walid Saad
, Ekram Hossain
, Mohsen Guizani
, Choong Seon Hong
:
Digital Twin of Wireless Systems: Overview, Taxonomy, Challenges, and Opportunities. IEEE Commun. Surv. Tutorials 24(4): 2230-2254 (2022) - [j235]Christina Chaccour
, Mehdi Naderi Soorki, Walid Saad
, Mehdi Bennis
, Petar Popovski
:
Can Terahertz Provide High-Rate Reliable Low-Latency Communications for Wireless VR? IEEE Internet Things J. 9(12): 9712-9729 (2022) - [j234]Minsu Kim
, Sungho Lee
, Chanwon Park
, Jemin Lee
, Walid Saad
:
Ensuring Data Freshness for Blockchain-Enabled Monitoring Networks. IEEE Internet Things J. 9(12): 9775-9788 (2022) - [j233]Yan Kyaw Tun
, Nguyen Dang Tri
, Kitae Kim
, Madyan Alsenwi
, Walid Saad
, Choong Seon Hong
:
Collaboration in the Sky: A Distributed Framework for Task Offloading and Resource Allocation in Multi-Access Edge Computing. IEEE Internet Things J. 9(23): 24221-24235 (2022) - [j232]Chao Zhang, Hang Zou, Samson Lasaulce, Walid Saad, Marios Kountouris
, Mehdi Bennis:
Goal-Oriented Communications for the IoT and Application to Data Compression. IEEE Internet Things Mag. 5(4): 58-63 (2022) - [j231]Geoffrey Ye Li
, Walid Saad, Ayfer Özgür, Peter Kairouz, Zhijin Qin, Jakob Hoydis, Zhu Han, Deniz Gündüz, Jaafar Mohamed Hashim Elmirghani:
Series Editorial The Fourth Issue of the Series on Machine Learning in Communications and Networks. IEEE J. Sel. Areas Commun. 40(1): 1-4 (2022) - [j230]Mingzhe Chen
, Deniz Gündüz
, Kaibin Huang
, Walid Saad
, Mehdi Bennis
, Aneta Vulgarakis Feljan, H. Vincent Poor
:
Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks - Part II. IEEE J. Sel. Areas Commun. 40(2): 445-448 (2022) - [j229]Geoffrey Ye Li
, Walid Saad, Ayfer Özgür, Peter Kairouz, Zhijin Qin, Jakob Hoydis, Zhu Han, Deniz Gündüz, Jaafar M. H. Elmirghani:
The Fifth Issue of the Series on Machine Learning in Communications and Networks. IEEE J. Sel. Areas Commun. 40(8): 2251-2253 (2022) - [j228]Geoffrey Ye Li
, Walid Saad, Ayfer Özgür, Peter Kairouz, Zhijin Qin, Jakob Hoydis, Zhu Han, Deniz Gündüz, Jaafar M. H. Elmirghani:
Series Editorial The Sixth Issue of the Series on Machine Learning in Communications and Networks. IEEE J. Sel. Areas Commun. 40(9): 2507-2509 (2022) - [j227]Yining Wang
, Mingzhe Chen
, Tao Luo
, Walid Saad
, Dusit Niyato
, H. Vincent Poor
, Shuguang Cui
:
Performance Optimization for Semantic Communications: An Attention-Based Reinforcement Learning Approach. IEEE J. Sel. Areas Commun. 40(9): 2598-2613 (2022) - [j226]Sihua Wang
, Mingzhe Chen
, Zhaohui Yang
, Changchuan Yin
, Walid Saad
, Shuguang Cui
, H. Vincent Poor
:
Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems. IEEE J. Sel. Top. Signal Process. 16(3): 501-515 (2022) - [j225]Mahdi Chehimi, Walid Saad:
Physics-Informed Quantum Communication Networks: A Vision Toward the Quantum Internet. IEEE Netw. 36(5): 32-38 (2022) - [j224]Md. Noor-A-Rahim
, Zi Long Liu
, Haeyoung Lee
, Mohammad Omar Khyam
, Jianhua He
, Dirk Pesch
, Klaus Moessner, Walid Saad
, H. Vincent Poor
:
6G for Vehicle-to-Everything (V2X) Communications: Enabling Technologies, Challenges, and Opportunities. Proc. IEEE 110(6): 712-734 (2022) - [j223]Zhilong Zhang
, Minyin Zeng
, Mingzhe Chen
, Danpu Liu
, Walid Saad
, Shuguang Cui
, H. Vincent Poor
:
Joint User Grouping, Version Selection, and Bandwidth Allocation for Live Video Multicasting. IEEE Trans. Commun. 70(1): 350-365 (2022) - [j222]Mohamed K. Abdel-Aziz
, Cristina Perfecto
, Sumudu Samarakoon
, Mehdi Bennis
, Walid Saad
:
Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning. IEEE Trans. Commun. 70(2): 891-903 (2022) - [j221]Zineb Mahrez
, Essaid Sabir
, Elarbi Badidi
, Walid Saad
, Mohamed Sadik
:
Smart Urban Mobility: When Mobility Systems Meet Smart Data. IEEE Trans. Intell. Transp. Syst. 23(7): 6222-6239 (2022) - [j220]Zhaohui Yang
, Mingzhe Chen
, Walid Saad
, Wei Xu
, Mohammad Shikh-Bahaei
:
Sum-Rate Maximization of Uplink Rate Splitting Multiple Access (RSMA) Communication. IEEE Trans. Mob. Comput. 21(7): 2596-2609 (2022) - [j219]Daya Sagar Gupta
, Arijit Karati
, Walid Saad
, Daniel B. da Costa
:
Quantum-Defended Blockchain-Assisted Data Authentication Protocol for Internet of Vehicles. IEEE Trans. Veh. Technol. 71(3): 3255-3266 (2022) - [j218]Zhaohui Yang
, Mingzhe Chen
, Walid Saad
, Wei Xu
, Mohammad Shikh-Bahaei
, H. Vincent Poor
, Shuguang Cui
:
Energy-Efficient Wireless Communications With Distributed Reconfigurable Intelligent Surfaces. IEEE Trans. Wirel. Commun. 21(1): 665-679 (2022) - [j217]Qianqian Zhang
, Aidin Ferdowsi
, Walid Saad
, Mehdi Bennis
:
Distributed Conditional Generative Adversarial Networks (GANs) for Data-Driven Millimeter Wave Communications in UAV Networks. IEEE Trans. Wirel. Commun. 21(3): 1438-1452 (2022) - [j216]Qianqian Zhang
, Walid Saad
, Mehdi Bennis
:
Millimeter Wave Communications With an Intelligent Reflector: Performance Optimization and Distributional Reinforcement Learning. IEEE Trans. Wirel. Commun. 21(3): 1836-1850 (2022) - [j215]Lin Bai
, Yang Yang
, Mingzhe Chen
, Chunyan Feng
, Caili Guo
, Walid Saad
, Shuguang Cui
:
Computer Vision-Based Localization With Visible Light Communications. IEEE Trans. Wirel. Commun. 21(3): 2051-2065 (2022) - [j214]Bo Zhou
, Walid Saad
:
Performance Analysis of Age of Information in Ultra-Dense Internet of Things (IoT) Systems With Noisy Channels. IEEE Trans. Wirel. Commun. 21(5): 3493-3507 (2022) - [j213]Yining Wang
, Mingzhe Chen
, Zhaohui Yang
, Walid Saad
, Tao Luo
, Shuguang Cui
, H. Vincent Poor
:
Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks. IEEE Trans. Wirel. Commun. 21(9): 7778-7793 (2022) - [j212]Tengchan Zeng
, Omid Semiari
, Mingzhe Chen
, Walid Saad
, Mehdi Bennis
:
Federated Learning on the Road Autonomous Controller Design for Connected and Autonomous Vehicles. IEEE Trans. Wirel. Commun. 21(12): 10407-10423 (2022) - [c262]Christina Chaccour, Walid Saad:
Disentangling Learnable and Memorizable Data via Contrastive Learning for Semantic Communications. IEEECONF 2022: 1175-1179 - [c261]Zineb Mahrez
, Essaid Sabir, Walid Saad, Elarbi Badidi:
Drive-Charge Dilemma in Electric Mobility: Price of Anarchy and Data Analytics Standpoint. CommNet 2022: 1-8 - [c260]Nurcin Celik, Frederica Darema, Temitope Runsewe, Walid Saad, Abdurrahman Yavuz:
DDDAS for Optimized Design and Management of 5G and Beyond 5G (6G) Networks. DDDAS 2022: 123-132 - [c259]Temitope Runsewe, Abdurrahman Yavuz, Nurcin Celik, Walid Saad:
DDDAS-Based Learning for Edge Computing at 5G and Beyond 5G. DDDAS 2022: 135-143 - [c258]Cheonyong Kim, Minchae Jung, Walid Saad:
Achievable Rate of Multiuser Scheduling in RIS-based Massive MIMO Systems. GLOBECOM 2022: 221-226 - [c257]Yongjeong Oh, Yo-Seb Jeon, Mingzhe Chen, Walid Saad:
Vector Quantized Compressed Sensing for Communication-Efficient Federated Learning. GLOBECOM (Workshops) 2022: 365-370 - [c256]Yujie Yang, Yang Yang, Hailun Xia, Caili Guo, Mahdi Chehimi, Walid Saad:
A Joint Transmit and Receive Design for Dimmable High Speed MC MU VLC Systems. GLOBECOM 2022: 1302-1307 - [c255]Christo Kurisummoottil Thomas, Walid Saad:
Neuro-Symbolic Artificial Intelligence (AI) for Intent based Semantic Communication. GLOBECOM 2022: 2698-2703 - [c254]Rodolfo Vera-Amaro
, Madison Burke, Walid Saad:
Coordinated UAVs for Effective Payload Delivery. GLOBECOM 2022: 3718-3723 - [c253]Nuocheng Yang, Sihua Wang, Mingzhe Chen, Christopher G. Brinton
, Changchuan Yin, Walid Saad, Shuguang Cui
:
Model-Based Reinforcement Learning for Quantized Federated Learning Performance Optimization. GLOBECOM 2022: 5063-5068 - [c252]Mahdi Chehimi, Walid Saad:
Quantum Federated Learning with Quantum Data. ICASSP 2022: 8617-8621 - [c251]Mohammad Karimzadeh-Farshbafan, Walid Saad, Mérouane Debbah:
Common Language for Goal-Oriented Semantic Communications: A Curriculum Learning Framework. ICC 2022: 1710-1715 - [c250]Minsu Kim, Walid Saad, Mohammad Mozaffari
, Mérouane Debbah:
On the Tradeoff between Energy, Precision, and Accuracy in Federated Quantized Neural Networks. ICC 2022: 2194-2199 - [c249]Christina Chaccour, Walid Saad, Omid Semiari, Mehdi Bennis, Petar Popovski
:
Joint Sensing and Communication for Situational Awareness in Wireless THz Systems. ICC 2022: 3772-3777 - [c248]Fatemeh Lotfi, Omid Semiari, Walid Saad:
Semantic-Aware Collaborative Deep Reinforcement Learning Over Wireless Cellular Networks. ICC 2022: 5256-5261 - [c247]Sheikh Salman Hassan
, Yu Min Park, Yan Kyaw Tun
, Walid Saad, Zhu Han, Choong Seon Hong:
3TO: THz-Enabled Throughput and Trajectory Optimization of UAVs in 6G Networks by Proximal Policy Optimization Deep Reinforcement Learning. ICC 2022: 5712-5718 - [c246]Xiaoyuan Fan, Daniel Moscovitz, Liang Du, Walid Saad:
A Data-Driven Democratized Control Architecture for Regional Transmission Operators. ISGT 2022: 1-5 - [c245]Omar Hashash, Christina Chaccour, Walid Saad:
Edge Continual Learning for Dynamic Digital Twins over Wireless Networks. SPAWC 2022: 1-5 - [i292]Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis:
Wireless-Enabled Asynchronous Federated Fourier Neural Network for Turbulence Prediction in Urban Air Mobility (UAM). CoRR abs/2201.00626 (2022) - [i291]Yasemin Karacora, Christina Chaccour, Aydin Sezgin, Walid Saad:
Reliable Beam Tracking with Dynamic Beamwidth Adaptation in Terahertz (THz) Communications. CoRR abs/2201.06541 (2022) - [i290]Sheikh Salman Hassan, DoHyeon Kim, Yan Kyaw Tun, Nguyen Hoang Tran, Walid Saad, Choong Seon Hong:
Seamless and Energy Efficient Maritime Coverage in Coordinated 6G Space-Air-Sea Non-Terrestrial Networks. CoRR abs/2201.08605 (2022) - [i289]Sheikh Salman Hassan, Yan Kyaw Tun, Walid Saad, Zhu Han, Choong Seon Hong:
Blue Data Computation Maximization in 6G Space-Air-Sea Non-Terrestrial Networks. CoRR abs/2202.02533 (2022) - [i288]Latif U. Khan, Zhu Han, Walid Saad, Ekram Hossain, Mohsen Guizani, Choong Seon Hong:
Digital Twin of Wireless Systems: Overview, Taxonomy, Challenges, and Opportunities. CoRR abs/2202.02559 (2022) - [i287]Sheikh Salman Hassan, Yu Min Park, Yan Kyaw Tun, Walid Saad, Zhu Han, Choong Seon Hong:
3TO: THz-Enabled Throughput and Trajectory Optimization of UAVs in 6G Networks by Proximal Policy Optimization Deep Reinforcement Learning. CoRR abs/2202.02924 (2022) - [i286]Omar Hashash, Christina Chaccour, Walid Saad:
Edge Continual Learning for Dynamic Digital Twins over Wireless Networks. CoRR abs/2204.04795 (2022) - [i285]Yongjeong Oh, Yo-Seb Jeon, Mingzhe Chen, Walid Saad:
FedVQCS: Federated Learning via Vector Quantized Compressed Sensing. CoRR abs/2204.07692 (2022) - [i284]Mahdi Chehimi, Walid Saad:
Physics-Informed Quantum Communication Networks: A Vision Towards the Quantum Internet. CoRR abs/2204.09233 (2022) - [i283]Mohammad Karimzadeh-Farshbafan, Walid Saad, Mérouane Debbah:
Curriculum Learning for Goal-Oriented Semantic Communications with a Common Language. CoRR abs/2204.10429 (2022) - [i282]Mahdi Chehimi, Christina Chaccour, Walid Saad:
Quantum Semantic Communications: An Unexplored Avenue for Contextual Networking. CoRR abs/2205.02422 (2022) - [i281]Christo Kurisummoottil Thomas, Walid Saad:
Neuro-Symbolic Artificial Intelligence (AI) for Intent based Semantic Communication. CoRR abs/2205.10768 (2022) - [i280]Ye Hu, Xiaodong Wang, Walid Saad:
Distributed and Distribution-Robust Meta Reinforcement Learning (D2-RMRL) for Data Pre-storing and Routing in Cube Satellite Networks. CoRR abs/2206.06568 (2022) - [i279]Bassel Al Homssi, Kosta Dakic, Ke Wang
, Tansu Alpcan, Ben Allen, Sithamparanathan Kandeepan, Akram Al-Hourani, Walid Saad:
Artificial Intelligence Techniques for Next-Generation Mega Satellite Networks. CoRR abs/2207.00414 (2022) - [i278]Minsu Kim, Walid Saad, Mohammad Mozaffari, Mérouane Debbah:
Green, Quantized Federated Learning over Wireless Networks: An Energy-Efficient Design. CoRR abs/2207.09387 (2022) - [i277]Yining Wang, Mingzhe Chen
, Tao Luo, Walid Saad, Dusit Niyato, H. Vincent Poor, Shuguang Cui
:
Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach. CoRR abs/2208.08239 (2022) - [i276]Ali Pourranjbar, Georges Kaddoum
, Walid Saad:
Recurrent Neural Network-based Anti-jamming Framework for Defense Against Multiple Jamming Policies. CoRR abs/2208.09518 (2022) - [i275]Sihua Wang, Mingzhe Chen
, Christopher G. Brinton, Changchuan Yin, Walid Saad, Shuguang Cui:
Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks. CoRR abs/2209.10200 (2022) - [i274]Md. Shirajum Munir, Ki Tae Kim, Apurba Adhikary
, Walid Saad, Sachin Shetty
, Seong-Bae Park, Choong Seon Hong:
Neuro-symbolic Explainable Artificial Intelligence Twin for Zero-touch IoE in Wireless Network. CoRR abs/2210.06649 (2022) - [i273]Christo Kurisummoottil Thomas, Walid Saad:
Neuro-Symbolic Causal Reasoning Meets Signaling Game for Emergent Semantic Communications. CoRR abs/2210.12040 (2022) - [i272]Alexander C. DeRieux, Walid Saad, Wangda Zuo
, Rachmawan Budiarto, Mochamad Donny Koerniawan, Dwi Novitasari:
A Transformer Framework for Data Fusion and Multi-Task Learning in Smart Cities. CoRR abs/2211.10506 (2022) - [i271]Christina Chaccour, Walid Saad, Mérouane Debbah, Zhu Han, H. Vincent Poor:
Less Data, More Knowledge: Building Next Generation Semantic Communication Networks. CoRR abs/2211.14343 (2022) - [i270]Omar Hashash, Christina Chaccour, Walid Saad, Kei Sakaguchi, Tao Yu:
Towards a Decentralized Metaverse: Synchronized Orchestration of Digital Twins and Sub-Metaverses. CoRR abs/2211.14686 (2022) - [i269]Sheikh Salman Hassan
, Yu Min Park, Yan Kyaw Tun, Walid Saad, Zhu Han, Choong Seon Hong:
Satellite-based ITS Data Offloading & Computation in 6G Networks: A Cooperative Multi-Agent Proximal Policy Optimization DRL with Attention Approach. CoRR abs/2212.05757 (2022) - [i268]Minsu Kim, Alexander C. DeRieux
, Walid Saad:
A Bargaining Game for Personalized, Energy Efficient Split Learning over Wireless Networks. CoRR abs/2212.06107 (2022) - [i267]Christina Chaccour, Walid Saad:
Disentangling Learnable and Memorizable Data via Contrastive Learning for Semantic Communications. CoRR abs/2212.09071 (2022) - 2021
- [b1]Choong Seon Hong, Latif U. Khan, Mingzhe Chen, Dawei Chen, Walid Saad, Zhu Han:
Federated Learning for Wireless Networks. Wireless Networks, Springer 2021, ISBN 978-981-16-4962-2, pp. 3-239 - [j211]Minh N. H. Nguyen, Shashi Raj Pandey
, Kyi Thar, Nguyen Hoang Tran, Mingzhe Chen
, Walid Saad, Choong Seon Hong
:
Distributed and Democratized Learning: Philosophy and Research Challenges. IEEE Comput. Intell. Mag. 16(1): 49-62 (2021) - [j210]Renan Cipriano Moioli
, Pedro H. J. Nardelli
, Michael Taynnan Barros
, Walid Saad
, Amin Hekmatmanesh
, Pedro E. Gória Silva
, Arthur Sousa de Sena
, Merim Dzaferagic
, Harun Siljak
, Werner Van Leekwijck, Dick Carrillo Melgarejo
, Steven Latré:
Neurosciences and Wireless Networks: The Potential of Brain-Type Communications and Their Applications. IEEE Commun. Surv. Tutorials 23(3): 1599-1621 (2021) - [j209]Latif U. Khan
, Walid Saad
, Zhu Han
, Ekram Hossain
, Choong Seon Hong
:
Federated Learning for Internet of Things: Recent Advances, Taxonomy, and Open Challenges. IEEE Commun. Surv. Tutorials 23(3): 1759-1799 (2021) - [j208]Yan Kyaw Tun
, Yu Min Park
, Nguyen Hoang Tran
, Walid Saad
, Shashi Raj Pandey
, Choong Seon Hong
:
Energy-Efficient Resource Management in UAV-Assisted Mobile Edge Computing. IEEE Commun. Lett. 25(1): 249-253 (2021) - [j207]Sumudu Samarakoon
, Mehdi Bennis
, Walid Saad
, Mérouane Debbah:
Predictive Ultra-Reliable Communication: A Survival Analysis Perspective. IEEE Commun. Lett. 25(4): 1221-1225 (2021) - [j206]Luyao Xu
, Ming Chen, Mingzhe Chen
, Zhaohui Yang
, Christina Chaccour
, Walid Saad
, Choong Seon Hong
:
Joint Location, Bandwidth and Power Optimization for THz-Enabled UAV Communications. IEEE Commun. Lett. 25(6): 1984-1988 (2021) - [j205]Hongliang Zhang
, Walid Saad, Mérouane Debbah, Lingyang Song:
Guest editorial: Cellular Internet of UAVs for 5G and beyond. IET Commun. 15(10): 1259-1261 (2021) - [j204]Aidin Ferdowsi
, Walid Saad
, Narayan B. Mandayam
:
Colonel Blotto Game for Sensor Protection in Interdependent Critical Infrastructure. IEEE Internet Things J. 8(4): 2857-2874 (2021) - [j203]Taehyeun Park
, Walid Saad
, Bo Zhou
:
Centralized and Distributed Age of Information Minimization With Nonlinear Aging Functions in the Internet of Things. IEEE Internet Things J. 8(10): 8437-8455 (2021) - [j202]Mérouane Debbah, Hongliang Zhang
, Walid Saad
, Lingyang Song
:
Guest Editorial: Special Issue on Internet of UAVs Over Cellular Networks. IEEE Internet Things J. 8(12): 9774-9775 (2021) - [j201]Taehyeun Park
, Gilsoo Lee
, Walid Saad
, Mehdi Bennis
:
Sum Rate and Reliability Analysis for Power-Domain Nonorthogonal Multiple Access (PD-NOMA). IEEE Internet Things J. 8(12): 10160-10169 (2021) - [j200]Aidin Ferdowsi
, AbdelRahman Eldosouky
, Walid Saad
:
Interdependence-Aware Game-Theoretic Framework for Secure Intelligent Transportation Systems. IEEE Internet Things J. 8(22): 16395-16405 (2021) - [j199]Sihua Wang
, Mingzhe Chen
, Changchuan Yin
, Walid Saad
, Choong Seon Hong
, Shuguang Cui
, H. Vincent Poor
:
Federated Learning for Task and Resource Allocation in Wireless High-Altitude Balloon Networks. IEEE Internet Things J. 8(24): 17460-17475 (2021) - [j198]Geoffrey Ye Li
, Walid Saad, Ayfer Özgür
, Peter Kairouz, Zhijin Qin, Jakob Hoydis, Zhu Han, Deniz Gündüz
, Jaafar M. H. Elmirghani:
Series Editorial: Inauguration Issue of the Series on Machine Learning in Communications and Networks. IEEE J. Sel. Areas Commun. 39(1): 1-3 (2021) - [j197]Aidin Ferdowsi
, Mohamed A. Abd-Elmagid
, Walid Saad
, Harpreet S. Dhillon
:
Neural Combinatorial Deep Reinforcement Learning for Age-Optimal Joint Trajectory and Scheduling Design in UAV-Assisted Networks. IEEE J. Sel. Areas Commun. 39(5): 1250-1265 (2021) - [j196]Geoffrey Ye Li
, Walid Saad, Ayfer Özgür, Peter Kairouz, Zhijin Qin, Jakob Hoydis, Zhu Han, Deniz Gündüz, Jaafar Mohamed Hashim Elmirghani:
Series Editorial: The Second Issue of the Series on Machine Learning in Communications and Networks. IEEE J. Sel. Areas Commun. 39(7): 1855-1857 (2021) - [j195]Geoffrey Ye Li
, Walid Saad, Ayfer Özgür, Peter Kairouz, Zhijin Qin, Jakob Hoydis, Zhu Han, Deniz Gündüz, Jaafar M. H. Elmirghani:
Series Editorial: The Third Issue of the Series on Machine Learning in Communications and Networks. IEEE J. Sel. Areas Commun. 39(8): 2267-2270 (2021) - [j194]Ye Hu
, Mingzhe Chen
, Walid Saad
, H. Vincent Poor
, Shuguang Cui
:
Distributed Multi-Agent Meta Learning for Trajectory Design in Wireless Drone Networks. IEEE J. Sel. Areas Commun. 39(10): 3177-3192 (2021) - [j193]Mingzhe Chen
, Deniz Gündüz
, Kaibin Huang
, Walid Saad
, Mehdi Bennis
, Aneta Vulgarakis Feljan, H. Vincent Poor
:
Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks - Part I. IEEE J. Sel. Areas Commun. 39(12): 3575-3578 (2021) - [j192]Mingzhe Chen
, Deniz Gündüz
, Kaibin Huang
, Walid Saad
, Mehdi Bennis
, Aneta Vulgarakis Feljan, H. Vincent Poor
:
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges. IEEE J. Sel. Areas Commun. 39(12): 3579-3605 (2021) - [j191]Igor Donevski
, Nithin Babu
, Jimmy Jessen Nielsen
, Petar Popovski
, Walid Saad
:
Federated Learning With a Drone Orchestrator: Path Planning for Minimized Staleness. IEEE Open J. Commun. Soc. 2: 1000-1014 (2021) - [j190]AbdelRahman Eldosouky, Walid Saad, Narayan B. Mandayam:
Resilient critical infrastructure: Bayesian network analysis and contract-Based optimization. Reliab. Eng. Syst. Saf. 205: 107243 (2021) - [j189]Monireh Mohebbi Moghaddam
, Mohammad Hossein Manshaei
, Mehdi Naderi Soorki
, Walid Saad
, Maziar Goudarzi
, Dusit Niyato
:
On Coordination of Smart Grid and Cooperative Cloud Providers. IEEE Syst. J. 15(1): 672-683 (2021) - [j188]Ali Taleb Zadeh Kasgari
, Walid Saad
, Mohammad Mozaffari
, H. Vincent Poor
:
Experienced Deep Reinforcement Learning With Generative Adversarial Networks (GANs) for Model-Free Ultra Reliable Low Latency Communication. IEEE Trans. Commun. 69(2): 884-899 (2021) - [j187]Minchae Jung
, Walid Saad
, Gyuyeol Kong
:
Performance Analysis of Active Large Intelligent Surfaces (LISs): Uplink Spectral Efficiency and Pilot Training. IEEE Trans. Commun. 69(5): 3379-3394 (2021) - [j186]Ali Pourranjbar
, Georges Kaddoum
, Aidin Ferdowsi
, Walid Saad
:
Reinforcement Learning for Deceiving Reactive Jammers in Wireless Networks. IEEE Trans. Commun. 69(6): 3682-3697 (2021) - [j185]Aunas Manzoor
, Kitae Kim
, Shashi Raj Pandey
, S. M. Ahsan Kazmi
, Nguyen Hoang Tran
, Walid Saad
, Choong Seon Hong
:
Ruin Theory for Energy-Efficient Resource Allocation in UAV-Assisted Cellular Networks. IEEE Trans. Commun. 69(6): 3943-3956 (2021) - [j184]Zhaohui Yang
, Mingzhe Chen
, Walid Saad
, Mohammad Shikh-Bahaei
:
Optimization of Rate Allocation and Power Control for Rate Splitting Multiple Access (RSMA). IEEE Trans. Commun. 69(9): 5988-6002 (2021) - [j183]Mehdi Naderi Soorki
, Walid Saad
, Mehdi Bennis
, Choong Seon Hong
:
Ultra-Reliable Indoor Millimeter Wave Communications Using Multiple Artificial Intelligence-Powered Intelligent Surfaces. IEEE Trans. Commun. 69(11): 7444-7457 (2021) - [j182]Saptarshi Ghosh
, Manav R. Bhatnagar
, Walid Saad
, Bijaya K. Panigrahi
:
Defending False Data Injection on State Estimation Over Fading Wireless Channels. IEEE Trans. Inf. Forensics Secur. 16: 1424-1439 (2021) - [j181]Md. Shirajum Munir
, Nguyen Hoang Tran
, Walid Saad
, Choong Seon Hong
:
Multi-Agent Meta-Reinforcement Learning for Self-Powered and Sustainable Edge Computing Systems. IEEE Trans. Netw. Serv. Manag. 18(3): 3353-3374 (2021) - [j180]Mohammad Taghi Dabiri
, Saeed Khankalantary
, Mohammad Jalil Piran
, Imran Shafique Ansari
, Murat Uysal
, Walid Saad
, Choong Seon Hong
:
UAV-Assisted Free Space Optical Communication System With Amplify-and-Forward Relaying. IEEE Trans. Veh. Technol. 70(9): 8926-8936 (2021) - [j179]Mohammad Taghi Dabiri
, Mohsen Rezaee
, Vahid Yazdanian, Behrouz Maham
, Walid Saad
, Choong Seon Hong
:
3D Channel Characterization and Performance Analysis of UAV-Assisted Millimeter Wave Links. IEEE Trans. Wirel. Commun. 20(1): 110-125 (2021) - [j178]Mingzhe Chen
, Zhaohui Yang
, Walid Saad
, Changchuan Yin
, H. Vincent Poor
, Shuguang Cui
:
A Joint Learning and Communications Framework for Federated Learning Over Wireless Networks. IEEE Trans. Wirel. Commun. 20(1): 269-283 (2021) - [j177]Qianqian Zhang
, Walid Saad
, Mehdi Bennis
, Xing Lu
, Mérouane Debbah, Wangda Zuo
:
Predictive Deployment of UAV Base Stations in Wireless Networks: Machine Learning Meets Contract Theory. IEEE Trans. Wirel. Commun. 20(1): 637-652 (2021) - [j176]Zhaohui Yang
, Mingzhe Chen
, Walid Saad
, Choong Seon Hong
, Mohammad Shikh-Bahaei
:
Energy Efficient Federated Learning Over Wireless Communication Networks. IEEE Trans. Wirel. Commun. 20(3): 1935-1949 (2021) - [j175]Mingzhe Chen
, H. Vincent Poor
, Walid Saad
, Shuguang Cui
:
Convergence Time Optimization for Federated Learning Over Wireless Networks. IEEE Trans. Wirel. Commun. 20(4): 2457-2471 (2021) - [j174]Minchae Jung
, Walid Saad
, Mérouane Debbah, Choong Seon Hong
:
On the Optimality of Reconfigurable Intelligent Surfaces (RISs): Passive Beamforming, Modulation, and Resource Allocation. IEEE Trans. Wirel. Commun. 20(7): 4347-4363 (2021) - [j173]Latif U. Khan
, Walid Saad, Zhu Han, Choong Seon Hong:
Dispersed Federated Learning: Vision, Taxonomy, and Future Directions. IEEE Wirel. Commun. 28(5): 192-198 (2021) - [c244]Ali Pourranjbar, Georges Kaddoum
, Walid Saad:
Jamming Pattern Recognition over Multi-Channel Networks: A Deep Learning Approach. ACSCC 2021: 305-308 - [c243]Tengchan Zeng, Omid Semiari, Mingzhe Chen
, Walid Saad, Mehdi Bennis:
Federated Learning for Collaborative Controller Design of Connected and Autonomous Vehicles. CDC 2021: 5033-5038 - [c242]Sheikh Salman Hassan
, Yan Kyaw Tun
, Walid Saad, Zhu Han, Choong Seon Hong:
Blue Data Computation Maximization in 6G Space-Air-Sea Non-Terrestrial Networks. GLOBECOM 2021: 1-6 - [c241]Haonan Tong, Zhaohui Yang, Sihua Wang, Ye Hu, Walid Saad, Changchuan Yin:
Federated Learning based Audio Semantic Communication over Wireless Networks. GLOBECOM 2021: 1-6 - [c240]Yining Wang, Mingzhe Chen
, Walid Saad, Tao Luo, Shuguang Cui
, H. Vincent Poor:
Performance Optimization for Semantic Communications: An Attention-based Learning Approach. GLOBECOM 2021: 1-6 - [c239]Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis:
Performance Analysis of Aircraft-to-Ground Communication Networks in Urban Air Mobility (UAM). GLOBECOM 2021: 1-6 - [c238]Qianqian Zhang
, Walid Saad:
Semi-Supervised Learning for Channel Charting-Aided IoT Localization in Millimeter Wave Networks. GLOBECOM 2021: 1-6 - [c237]Minchae Jung, Walid Saad:
Meta-Learning for 6G Communication Networks with Reconfigurable Intelligent Surfaces. ICASSP 2021: 8082-8086 - [c236]Zhaohui Yang, Mingzhe Chen
, Kai-Kit Wong, Walid Saad, H. Vincent Poor
, Shuguang Cui
:
Performance Optimization of Distributed Primal-Dual Algorithms over Wireless Networks. ICC 2021: 1-6 - [c235]Bo Zhou, Walid Saad:
Age of Information in Ultra-Dense IoT Systems with Noisy Channels: With and Without Feedback. ICC 2021: 1-6 - [c234]Zhenzhen Gong, Qimei Cui, Christina Chaccour, Bo Zhou, Mingzhe Chen
, Walid Saad:
Lifelong Learning for Minimizing Age of Information in Internet of Things Networks. ICC 2021: 1-6 - [c233]Juntong Liu, Yong Xiao, Yingyu Li, Guangming Shi, Walid Saad, H. Vincent Poor
:
Spatio-temporal Modeling for Large-scale Vehicular Networks Using Graph Convolutional Networks. ICC 2021: 1-6 - [c232]Taehyeun Park, Walid Saad, Bo Zhou:
On the Minimization of Non-Linear Age of Information in the Internet of Things. ICC 2021: 1-6 - [c231]Yining Wang, Mingzhe Chen
, Zhaohui Yang, Walid Saad, Tao Luo, Shuguang Cui
, H. Vincent Poor
:
Meta-Reinforcement Learning for Immersive Virtual Reality over THz/VLC Wireless Networks. ICC 2021: 1-6 - [c230]Qianqian Zhang
, Aidin Ferdowsi, Walid Saad:
Distributed Generative Adversarial Networks for mmWave Channel Modeling in Wireless UAV Networks. ICC 2021: 1-6 - [c229]Mahdi Chehimi, Walid Saad:
Entanglement Rate Optimization in Heterogeneous Quantum Communication Networks. ISWCS 2021: 1-6 - [c228]Tengchan Zeng, Jianlin Guo, Kyeong Jin Kim, Kieran Parsons, Philip V. Orlik, Stefano Di Cairano, Walid Saad:
Multi-Task Federated Learning for Traffic Prediction and Its Application to Route Planning. IV 2021: 451-457 - [c227]Tanmoy Sen, Haiying Shen, Walid Saad, Thinh T. Doan:
A Resilient and Robust Edge-Cloud Network System Supporting CPS. MASS 2021: 234-242 - [c226]Bo Zhou, Walid Saad:
Age of Information in Ultra-Dense Computation-Intensive Internet of Things (IoT) Systems. WiOpt 2021: 293-300 - [e3]Herwig Unger, Jinho Kim, U Kang, Chakchai So-In, Junping Du, Walid Saad, Young-Guk Ha, Christian Wagner, Julien Bourgeois, Chanboon Sathitwiriyawong, Hyuk-Yoon Kwon, Carson K. Leung
:
IEEE International Conference on Big Data and Smart Computing, BigComp 2021, Jeju Island, South Korea, January 17-20, 2021. IEEE 2021, ISBN 978-1-7281-8924-6 [contents] - [d1]Rodolfo Vera-Amaro
, Madison Burke, Walid Saad:
Coordinated UAVs for payload delivery. IEEE DataPort, 2021 - [i266]Taehyeun Park, Walid Saad, Bo Zhou:
Centralized and Distributed Age of Information Minimization with non-linear Aging Functions in the Internet of Things. CoRR abs/2101.00543 (2021) - [i265]Qianqian Zhang, Aidin Ferdowsi, Walid Saad, Mehdi Bennis:
Distributed Conditional Generative Adversarial Networks (GANs) for Data-Driven Millimeter Wave Communications in UAV Networks. CoRR abs/2102.01751 (2021) - [i264]Tengchan Zeng, Omid Semiari, Mingzhe Chen, Walid Saad, Mehdi Bennis:
Federated Learning on the Road: Autonomous Controller Design for Connected and Autonomous Vehicles. CoRR abs/2102.03401 (2021) - [i263]Christina Chaccour, Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Petar Popovski, Mérouane Debbah:
Seven Defining Features of Terahertz (THz) Wireless Systems: A Fellowship of Communication and Sensing. CoRR abs/2102.07668 (2021) - [i262]Qianqian Zhang, Aidin Ferdowsi, Walid Saad:
Distributed Generative Adversarial Networks for mmWaveChannel Modeling in Wireless UAV Networks. CoRR abs/2102.10836 (2021) - [i261]Latif U. Khan, Walid Saad, Dusit Niyato, Zhu Han, Choong Seon Hong:
Digital-Twin-Enabled 6G: Vision, Architectural Trends, and Future Directions. CoRR abs/2102.12169 (2021) - [i260]Yining Wang, Mingzhe Chen, Zhaohui Yang, Walid Saad, Tao Luo, Shuguang Cui, H. Vincent Poor:
Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks. CoRR abs/2102.12277 (2021) - [i259]Juntong Liu, Yong Xiao, Yingyu Li, Guangming Shi, Walid Saad, H. Vincent Poor:
Spatio-temporal Modeling for Large-scale Vehicular Networks Using Graph Convolutional Networks. CoRR abs/2103.07636 (2021) - [i258]Ali Pourranjbar, Georges Kaddoum, Aidin Ferdowsi, Walid Saad:
Reinforcement Learning for Deceiving Reactive Jammers in Wireless Networks. CoRR abs/2103.14056 (2021) - [i257]Zhenzhen Gong, Qimei Cui, Christina Chaccour, Bo Zhou, Mingzhe Chen, Walid Saad:
Lifelong Learning for Minimizing Age of Information in Internet of Things Networks. CoRR abs/2103.15374 (2021) - [i256]Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Choong Seon Hong:
Ultra-Reliable Indoor Millimeter Wave Communications using Multiple Artificial Intelligence-Powered Intelligent Surfaces. CoRR abs/2104.00075 (2021) - [i255]Sihua Wang, Mingzhe Chen, Zhaohui Yang, Changchuan Yin, Walid Saad, Shuguang Cui, H. Vincent Poor:
Reinforcement Learning for Minimizing Age of Information in Real-time Internet of Things Systems with Realistic Physical Dynamics. CoRR abs/2104.01527 (2021) - [i254]Mingzhe Chen, Deniz Gündüz, Kaibin Huang, Walid Saad, Mehdi Bennis, Aneta Vulgarakis Feljan, H. Vincent Poor:
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges. CoRR abs/2104.02151 (2021) - [i253]Fayssal Benkhaldoun, Christophe Cérin, Imad Kissami, Walid Saad:
Challenges of Translating HPC codes to Workflows for Heterogeneous and Dynamic Environments. CoRR abs/2105.11303 (2021) - [i252]Mahdi Chehimi, Walid Saad:
Entanglement Rate Optimization in Heterogeneous Quantum Communication Networks. CoRR abs/2105.14507 (2021) - [i251]Mahdi Chehimi, Walid Saad:
Quantum Federated Learning with Quantum Data. CoRR abs/2106.00005 (2021) - [i250]DoHyeon Kim, Aunas Manzoor, Madyan Alsenwi, Yan Kyaw Tun, Walid Saad, Choong Seon Hong:
Ruin Theory for User Association and Energy Optimization in Multi-access Edge Computing. CoRR abs/2107.00901 (2021) - [i249]Yan Kyaw Tun, Nguyen Dang Tri, Kitae Kim, Madyan Alsenwi, Walid Saad, Choong Seon Hong:
Collaboration in the Sky: A Distributed Framework for Task Offloading and Resource Allocation in Multi-Access Edge Computing. CoRR abs/2107.14502 (2021) - [i248]Yantong Wang, Ye Hu, Zhaohui Yang, Walid Saad, Kai-Kit Wong, Vasilis Friderikos:
Learning from Images: Proactive Caching with Parallel Convolutional Neural Networks. CoRR abs/2108.06817 (2021) - [i247]Qianqian Zhang, Walid Saad:
Semi-Supervised Learning for Channel Charting-Aided IoT Localization in Millimeter Wave Networks. CoRR abs/2108.08241 (2021) - [i246]Xiaoyuan Fan, Daniel Moscovitz, Liang Du, Walid Saad:
A Data-Driven Democratized Control Architecture for Regional Transmission Operators. CoRR abs/2109.09813 (2021) - [i245]Mohammad Aghapour, Aidin Ferdowsi, Walid Saad:
Two-Bit Aggregation for Communication Efficient and Differentially Private Federated Learning. CoRR abs/2110.03017 (2021) - [i244]Minsu Kim, Walid Saad, Mohammad Mozaffari, Mérouane Debbah:
On the Tradeoff between Energy, Precision, and Accuracy in Federated Quantized Neural Networks. CoRR abs/2111.07911 (2021) - [i243]Mohammad Karimzadeh-Farshbafan, Walid Saad, Mérouane Debbah:
Common Language for Goal-Oriented Semantic Communications: A Curriculum Learning Framework. CoRR abs/2111.08051 (2021) - [i242]Fatemeh Lotfi, Omid Semiari, Walid Saad:
Semantic-Aware Collaborative Deep Reinforcement Learning Over Wireless Cellular Networks. CoRR abs/2111.12064 (2021) - [i241]Christina Chaccour, Walid Saad, Omid Semiari, Mehdi Bennis, Petar Popovski:
Joint Sensing and Communication for Situational Awareness in Wireless THz Systems. CoRR abs/2111.14044 (2021) - [i240]Ali Pourranjbar, Georges Kaddoum, Walid Saad:
Jamming Pattern Recognition over Multi-Channel Networks: A Deep Learning Approach. CoRR abs/2112.11222 (2021) - 2020
- [j172]DoHyeon Kim
, S. M. Ahsan Kazmi
, Anselme Ndikumana
, Aunas Manzoor
, Walid Saad
, Choong Seon Hong
:
Distributed Radio Slice Allocation in Wireless Network Virtualization: Matching Theory Meets Auctions. IEEE Access 8: 73494-73507 (2020) - [j171]S. Rasoul Etesami, Walid Saad, Narayan B. Mandayam, H. Vincent Poor
:
Smart routing of electric vehicles for load balancing in smart grids. Autom. 120: 109148 (2020) - [j170]Fenghe Hu, Yansha Deng
, Walid Saad, Mehdi Bennis
, A. Hamid Aghvami:
Cellular-Connected Wireless Virtual Reality: Requirements, Challenges, and Solutions. IEEE Commun. Mag. 58(5): 105-111 (2020) - [j169]Latif U. Khan
, Shashi Raj Pandey
, Nguyen Hoang Tran, Walid Saad, Zhu Han, Minh N. H. Nguyen, Choong Seon Hong
:
Federated Learning for Edge Networks: Resource Optimization and Incentive Mechanism. IEEE Commun. Mag. 58(10): 88-93 (2020) - [j168]Yong Xiao, Guangming Shi, Yingyu Li, Walid Saad, H. Vincent Poor
:
Toward Self-Learning Edge Intelligence in 6G. IEEE Commun. Mag. 58(12): 34-40 (2020) - [j167]Mingzhe Chen
, H. Vincent Poor
, Walid Saad, Shuguang Cui
:
Wireless Communications for Collaborative Federated Learning. IEEE Commun. Mag. 58(12): 48-54 (2020) - [j166]Soheil Rostami
, Walid Saad
, Choong Seon Hong
:
Deep Learning With Persistent Homology for Orbital Angular Momentum (OAM) Decoding. IEEE Commun. Lett. 24(1): 117-121 (2020) - [j165]Mohamed K. Abdel-Aziz
, Sumudu Samarakoon
, Mehdi Bennis
, Walid Saad
:
Ultra-Reliable and Low-Latency Vehicular Communication: An Active Learning Approach. IEEE Commun. Lett. 24(2): 367-370 (2020) - [j164]Aldiyar Dabarov
, Madiyar Sharipov, Aresh Dadlani
, Muthukrishnan Senthil Kumar
, Walid Saad
, Choong Seon Hong
:
Heterogeneous Projection of Disruptive Malware Prevalence in Mobile Social Networks. IEEE Commun. Lett. 24(8): 1673-1677 (2020) - [j163]Xinwei Chen
, Ali Taleb Zadeh Kasgari
, Walid Saad
:
Deep Learning for Content-Based Personalized Viewport Prediction of 360-Degree VR Videos. IEEE Netw. Lett. 2(2): 81-84 (2020) - [j162]Gilsoo Lee
, Jihong Park
, Walid Saad
, Mehdi Bennis
:
Performance Analysis of Blockchain Systems With Wireless Mobile Miners. IEEE Netw. Lett. 2(3): 111-115 (2020) - [j161]AbdelRahman Eldosouky
, Aidin Ferdowsi
, Walid Saad
:
Drones in Distress: A Game-Theoretic Countermeasure for Protecting UAVs Against GPS Spoofing. IEEE Internet Things J. 7(4): 2840-2854 (2020) - [j160]Walid Saad, Mehdi Bennis
, Mingzhe Chen
:
A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems. IEEE Netw. 34(3): 134-142 (2020) - [j159]Jacek Kibilda
, Allen B. MacKenzie
, Mohammad J. Abdel-Rahman
, Seong Ki Yoo
, Lorenzo Galati-Giordano, Simon L. Cotton
, Nicola Marchetti, Walid Saad
, William G. Scanlon
, Adrian García-Rodríguez, David López-Pérez
, Holger Claussen
, Luiz A. DaSilva
:
Indoor Millimeter-Wave Systems: Design and Performance Evaluation. Proc. IEEE 108(6): 923-944 (2020) - [j158]Sumudu Samarakoon
, Mehdi Bennis
, Walid Saad
, Mérouane Debbah:
Distributed Federated Learning for Ultra-Reliable Low-Latency Vehicular Communications. IEEE Trans. Commun. 68(2): 1146-1159 (2020) - [j157]Samad Ali
, Hossein Asgharimoghaddam
, Nandana Rajatheva
, Walid Saad
, Jussi Haapola
:
Contextual Bandit Learning for Machine Type Communications in the Null Space of Multi-Antenna Systems. IEEE Trans. Commun. 68(2): 1284-1296 (2020) - [j156]Mohamed K. Abdel-Aziz
, Sumudu Samarakoon
, Chen-Feng Liu
, Mehdi Bennis
, Walid Saad
:
Optimized Age of Information Tail for Ultra-Reliable Low-Latency Communications in Vehicular Networks. IEEE Trans. Commun. 68(3): 1911-1924 (2020) - [j155]Ramy Amer
, Walid Saad
, Nicola Marchetti
:
Mobility in the Sky: Performance and Mobility Analysis for Cellular-Connected UAVs. IEEE Trans. Commun. 68(5): 3229-3246 (2020) - [j154]Samad Ali
, Aidin Ferdowsi
, Walid Saad
, Nandana Rajatheva, Jussi Haapola
:
Sleeping Multi-Armed Bandit Learning for Fast Uplink Grant Allocation in Machine Type Communications. IEEE Trans. Commun. 68(8): 5072-5086 (2020) - [j153]Anibal Sanjab
, Walid Saad
, Tamer Basar
:
A Game of Drones: Cyber-Physical Security of Time-Critical UAV Applications With Cumulative Prospect Theory Perceptions and Valuations. IEEE Trans. Commun. 68(11): 6990-7006 (2020) - [j152]Anselme Ndikumana
, Nguyen Hoang Tran
, Tai Manh Ho
, Zhu Han
, Walid Saad
, Dusit Niyato
, Choong Seon Hong
:
Joint Communication, Computation, Caching, and Control in Big Data Multi-Access Edge Computing. IEEE Trans. Mob. Comput. 19(6): 1359-1374 (2020) - [j151]Chuan Pham
, Nguyen Hoang Tran
, Shaolei Ren
, Walid Saad
, Choong Seon Hong
:
Traffic-Aware and Energy-Efficient vNF Placement for Service Chaining: Joint Sampling and Matching Approach. IEEE Trans. Serv. Comput. 13(1): 172-185 (2020) - [j150]Mingzhe Chen
, Omid Semiari
, Walid Saad
, Xuanlin Liu
, Changchuan Yin
:
Federated Echo State Learning for Minimizing Breaks in Presence in Wireless Virtual Reality Networks. IEEE Trans. Wirel. Commun. 19(1): 177-191 (2020) - [j149]Bo Zhou
, Walid Saad
:
Minimum Age of Information in the Internet of Things With Non-Uniform Status Packet Sizes. IEEE Trans. Wirel. Commun. 19(3): 1933-1947 (2020) - [j148]Minchae Jung
, Walid Saad
, Young Rok Jang
, Gyuyeol Kong
, Sooyong Choi
:
Performance Analysis of Large Intelligent Surfaces (LISs): Asymptotic Data Rate and Channel Hardening Effects. IEEE Trans. Wirel. Commun. 19(3): 2052-2065 (2020) - [j147]Mohammad Taghi Dabiri
, Hossein Safi
, Saeedeh Parsaeefard
, Walid Saad
:
Analytical Channel Models for Millimeter Wave UAV Networks Under Hovering Fluctuations. IEEE Trans. Wirel. Commun. 19(4): 2868-2883 (2020) - [j146]Ye Hu
, Mingzhe Chen
, Walid Saad
:
Joint Access and Backhaul Resource Management in Satellite-Drone Networks: A Competitive Market Approach. IEEE Trans. Wirel. Commun. 19(6): 3908-3923 (2020) - [j145]Yining Wang
, Mingzhe Chen
, Zhaohui Yang
, Tao Luo
, Walid Saad
:
Deep Learning for Optimal Deployment of UAVs With Visible Light Communications. IEEE Trans. Wirel. Commun. 19(11): 7049-7063 (2020) - [j144]Arthur Sousa de Sena
, Dick Carrillo
, Fang Fang, Pedro H. J. Nardelli, Daniel B. da Costa
, Ugo Silva Dias, Zhiguo Ding, Constantinos B. Papadias, Walid Saad:
What Role Do Intelligent Reflecting Surfaces Play in Multi-Antenna Non-Orthogonal Multiple Access? IEEE Wirel. Commun. 27(5): 24-31 (2020) - [c225]Zhaohui Yang, Mingzhe Chen
, Walid Saad, Wei Xu, Mohammad Shikh-Bahaei
, H. Vincent Poor, Shuguang Cui
:
Resource Allocation for Wireless Communications with Distributed Reconfigurable Intelligent Surfaces. GLOBECOM 2020: 1-6 - [c224]Bo Zhou, Walid Saad:
On the Age of Information in Internet of Things Systems with Correlated Devices. GLOBECOM 2020: 1-6 - [c223]Christina Chaccour, Walid Saad:
On the Ruin of Age of Information in Augmented Reality over Wireless Terahertz (THz) Networks. GLOBECOM 2020: 1-6 - [c222]Ye Hu, Mingzhe Chen
, Walid Saad, H. Vincent Poor, Shuguang Cui
:
Meta-Reinforcement Learning for Trajectory Design in Wireless UAV Networks. GLOBECOM 2020: 1-6 - [c221]Sihua Wang, Mingzhe Chen
, Walid Saad, Changchuan Yin, Shuguang Cui
, H. Vincent Poor:
Reinforcement Learning for Minimizing Age of Information under Realistic Physical Dynamics. GLOBECOM 2020: 1-6 - [c220]Qianqian Zhang
, Walid Saad, Mehdi Bennis
:
Distributional Reinforcement Learning for mmWave Communications with Intelligent Reflectors on a UAV. GLOBECOM 2020: 1-6 - [c219]Zhaohui Yang, Mingzhe Chen
, Walid Saad, Mohammad Shikh-Bahaei
:
Downlink Sum-Rate Maximization for Rate Splitting Multiple Access (RSMA). ICC 2020: 1-6 - [c218]Ramy Amer, Walid Saad, Boris Galkin, Nicola Marchetti:
Performance Analysis of Mobile Cellular-Connected Drones under Practical Antenna Configurations. ICC 2020: 1-7 - [c217]Christina Chaccour, Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis
, Petar Popovski
:
Risk-Based Optimization of Virtual Reality over Terahertz Reconfigurable Intelligent Surfaces. ICC 2020: 1-6 - [c216]Mingzhe Chen
, H. Vincent Poor
, Walid Saad, Shuguang Cui
:
Convergence Time Minimization of Federated Learning over Wireless Networks. ICC 2020: 1-6 - [c215]Md Moin Uddin Chowdhury, Walid Saad, Ismail Güvenç:
Mobility Management for Cellular-Connected UAVs: A Learning-Based Approach. ICC Workshops 2020: 1-6 - [c214]Minchae Jung, Walid Saad, Mérouane Debbah, Choong Seon Hong
:
Asymptotic Optimality of Reconfigurable Intelligent Surfaces: Passive Beamforming and Achievable Rate. ICC 2020: 1-6 - [c213]Gilsoo Lee, Minchae Jung, Ali Taleb Zadeh Kasgari, Walid Saad, Mehdi Bennis
:
Deep Reinforcement Learning for Energy-Efficient Networking with Reconfigurable Intelligent Surfaces. ICC 2020: 1-6 - [c212]Sihua Wang, Mingzhe Chen
, Walid Saad, Changchuan Yin:
Federated Learning for Energy-Efficient Task Computing in Wireless Networks. ICC 2020: 1-6 - [c211]Chit Wutyee Zaw, Nguyen Hoang Tran, Walid Saad, Zhu Han, Choong Seon Hong
:
Generalized Nash Equilibrium Game for Radio and Computing Resource Allocation in Co-located MEC. ICC 2020: 1-6 - [c210]Tengchan Zeng, Omid Semiari, Mohammad Mozaffari
, Mingzhe Chen
, Walid Saad, Mehdi Bennis
:
Federated Learning in the Sky: Joint Power Allocation and Scheduling with UAV Swarms. ICC 2020: 1-6 - [c209]Xiaohan Zhang, Yong Xiao, Qiang Li, Walid Saad:
Deep Reinforcement Learning for Fog Computing-based Vehicular System with Multi-operator Support. ICC 2020: 1-6 - [c208]Bo Zhou
, Walid Saad, Mehdi Bennis
, Petar Popovski
:
Risk-Aware Optimization of Age of Information in the Internet of Things. ICC 2020: 1-6 - [c207]DoHyeon Kim, Anselme Ndikumana
, S. M. Ahsan Kazmi, Kitae Kim, Md. Shirajum Munir
, Walid Saad, Choong Seon Hong
:
Pricing Mechanism for Virtualized Heterogeneous Resources in Wireless Network Virtualization. ICOIN 2020: 366-371 - [c206]Gilsoo Lee, Jianlin Guo, Kyeong Jin Kim, Philip V. Orlik, Heejin Ahn, Stefano Di Cairano, Walid Saad:
Edge Computing for Interconnected Intersections in Internet of Vehicles. IV 2020: 480-486 - [c205]Mingzhe Chen
, H. Vincent Poor, Walid Saad, Shuguang Cui
:
Performance Optimization of Federated Learning over Mobile Wireless Networks. SPAWC 2020: 1-5 - [c204]Xuanlin Liu
, Mingzhe Chen
, Sihua Wang, Walid Saad, Changchuan Yin:
Trajectory Design for Energy Harvesting UAV Networks: A Foraging Approach. WCNC 2020: 1-6 - [i239]Mingzhe Chen, H. Vincent Poor, Walid Saad, Shuguang Cui:
Convergence Time Optimization for Federated Learning over Wireless Networks. CoRR abs/2001.07845 (2020) - [i238]Yao Zhao, Bo Zhou, Walid Saad, Xiliang Luo:
Age of Information Analysis for Dynamic Spectrum Sharing. CoRR abs/2001.10242 (2020) - [i237]Bo Zhou
, Walid Saad:
On the Age of Information in Internet of Things Systems with Correlated Devices. CoRR abs/2001.11162 (2020) - [i236]Ramy Amer, Walid Saad, Boris Galkin, Nicola Marchetti:
Performance Analysis of Mobile Cellular-Connected Drones under Practical Antenna Configurations. CoRR abs/2002.00294 (2020) - [i235]Aidin Ferdowsi, Walid Saad:
Brainstorming Generative Adversarial Networks (BGANs): Towards Multi-Agent Generative Models with Distributed Private Datasets. CoRR abs/2002.00306 (2020) - [i234]Tengchan Zeng, Omid Semiari, Mohammad Mozaffari, Mingzhe Chen, Walid Saad, Mehdi Bennis:
Federated Learning in the Sky: Joint Power Allocation and Scheduling with UAV Swarms. CoRR abs/2002.08196 (2020) - [i233]Md. Shirajum Munir, Nguyen Hoang Tran, Walid Saad, Choong Seon Hong:
Multi-Agent Meta-Reinforcement Learning for Self-Powered and Sustainable Edge Computing Systems. CoRR abs/2002.08567 (2020) - [i232]Christina Chaccour, Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Petar Popovski:
Risk-Based Optimization of Virtual Reality over Terahertz Reconfigurable Intelligent Surfaces. CoRR abs/2002.09052 (2020) - [i231]Bo Zhou, Walid Saad, Mehdi Bennis, Petar Popovski:
Risk-Aware Optimization of Age of Information in the Internet of Things. CoRR abs/2002.09805 (2020) - [i230]Qianqian Zhang, Walid Saad, Mehdi Bennis:
Millimeter Wave Communications with an Intelligent Reflector: Performance Optimization and Distributional Reinforcement Learning. CoRR abs/2002.10572 (2020) - [i229]Xinwei Chen, Ali Taleb Zadeh Kasgari, Walid Saad:
Deep Learning for Content-based Personalized Viewport Prediction of 360-Degree VR Videos. CoRR abs/2003.00429 (2020) - [i228]Minh N. H. Nguyen, Shashi Raj Pandey
, Kyi Thar, Nguyen Hoang Tran, Mingzhe Chen, Walid Saad, Choong Seon Hong:
Distributed and Democratized Learning: Philosophy and Research Challenges. CoRR abs/2003.09301 (2020) - [i227]Sihua Wang, Mingzhe Chen, Changchuan Yin, Walid Saad, Choong Seon Hong, Shuguang Cui, H. Vincent Poor:
Federated Learning for Task and Resource Allocation in Wireless High Altitude Balloon Networks. CoRR abs/2003.09375 (2020) - [i226]Monireh Mohebbi Moghaddam, Mohammad Hossein Manshaei, Mehdi Naderi Soorki, Walid Saad, Maziar Goudarzi, Dusit Niyato:
On Coordination of Smart Grid and Cooperative Cloud Providers. CoRR abs/2003.13675 (2020) - [i225]Renan Cipriano Moioli, Pedro H. J. Nardelli, Michael Taynnan Barros, Walid Saad, Amin Hekmatmanesh, Pedro E. Gória Silva
, Arthur Sousa de Sena, Merim Dzaferagic, Harun Siljak, Werner Van Leekwijck, Dick Carrillo
, Steven Latré:
Neurosciences and 6G: Lessons from and Needs of Communicative Brains. CoRR abs/2004.01834 (2020) - [i224]Xiaohan Zhang, Yong Xiao, Qiang Li, Walid Saad:
Deep Reinforcement Learning for Fog Computing-based Vehicular System with Multi-operator Support. CoRR abs/2004.04557 (2020) - [i223]Gilsoo Lee, Walid Saad, Mehdi Bennis:
An Online Framework for Ephemeral Edge Computing in the Internet of Things. CoRR abs/2004.08640 (2020) - [i222]Jacek Kibilda, Allen B. MacKenzie, Mohammad J. Abdel-Rahman, Seong Ki Yoo, Lorenzo Galati-Giordano, Simon L. Cotton, Nicola Marchetti, Walid Saad, William G. Scanlon, Adrian García-Rodríguez, David López-Pérez, Holger Claussen, Luiz A. DaSilva:
Indoor Millimeter-Wave Systems: Design and Performance Evaluation. CoRR abs/2004.08649 (2020) - [i221]Samad Ali, Walid Saad, Nandana Rajatheva, Kapseok Chang, Daniel Steinbach, Benjamin Sliwa, Christian Wietfeld, Kai Mei, Hamid Shiri, Hans-Jürgen Zepernick
, Thi My Chinh Chu, Ijaz Ahmad, Jyrki Huusko, Jaakko Suutala, Shubhangi Bhadauria, Vimal Bhatia, Rangeet Mitra, SaiDhiraj Amuru, Robert Abbas, Baohua Shao, Michele Capobianco, Guanghui Yu, Maëlick Claes, Teemu Karvonen, Mingzhe Chen, Maksym A. Girnyk, Hassan Malik:
6G White Paper on Machine Learning in Wireless Communication Networks. CoRR abs/2004.13875 (2020) - [i220]Zhaohui Yang, Mingzhe Chen, Walid Saad, Wei Xu, Mohammad Shikh-Bahaei, H. Vincent Poor, Shuguang Cui:
Energy-Efficient Wireless Communications with Distributed Reconfigurable Intelligent Surfaces. CoRR abs/2005.00269 (2020) - [i219]Christina Chaccour, Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Petar Popovski:
Can Terahertz Provide High-Rate Reliable Low Latency Communications for Wireless VR? CoRR abs/2005.00536 (2020) - [i218]Zineb Mahrez, Essaid Sabir, Elarbi Badidi, Walid Saad, Mohamed Sadik:
Smart Urban Mobility: When Mobility Systems Meet Smart Data. CoRR abs/2005.06626 (2020) - [i217]Ye Hu, Mingzhe Chen, Walid Saad, H. Vincent Poor, Shuguang Cui:
Meta-Reinforcement Learning for Trajectory Design in Wireless UAV Networks. CoRR abs/2005.12394 (2020) - [i216]Aunas Manzoor, Kitae Kim, Shashi Raj Pandey, S. M. Ahsan Kazmi, Nguyen Hoang Tran, Walid Saad, Choong Seon Hong:
Ruin Theory for Energy-Efficient Resource Allocation in UAV-assisted Cellular Networks. CoRR abs/2006.00815 (2020) - [i215]Mingzhe Chen, H. Vincent Poor, Walid Saad, Shuguang Cui:
Wireless Communications for Collaborative Federated Learning in the Internet of Things. CoRR abs/2006.02499 (2020) - [i214]Bo Zhou, Walid Saad:
Age of Information in Ultra-Dense IoT Systems: Performance and Mean-Field Game Analysis. CoRR abs/2006.15756 (2020) - [i213]Aidin Ferdowsi, Mohamed A. Abd-Elmagid, Walid Saad, Harpreet S. Dhillon:
Neural Combinatorial Deep Reinforcement Learning for Age-optimal Joint Trajectory and Scheduling Design in UAV-assisted Networks. CoRR abs/2006.15863 (2020) - [i212]Minh N. H. Nguyen, Shashi Raj Pandey
, Nguyen Dang Tri, Eui-Nam Huh, Choong Seon Hong, Nguyen Hoang Tran, Walid Saad:
Self-organizing Democratized Learning: Towards Large-scale Distributed Learning Systems. CoRR abs/2007.03278 (2020) - [i211]Zhaohui Yang, Mingzhe Chen, Walid Saad, Choong Seon Hong, Mohammad Shikh-Bahaei, H. Vincent Poor, Shuguang Cui:
Delay Minimization for Federated Learning Over Wireless Communication Networks. CoRR abs/2007.03462 (2020) - [i210]Aidin Ferdowsi, AbdelRahman Eldosouky, Walid Saad:
Interdependence-Aware Game-Theoretic Framework for Secure Intelligent Transportation Systems. CoRR abs/2007.05904 (2020) - [i209]Latif U. Khan, Walid Saad, Zhu Han, Choong Seon Hong:
Dispersed Federated Learning: Vision, Taxonomy, and Future Directions. CoRR abs/2008.05189 (2020) - [i208]Christina Chaccour, Walid Saad:
On the Ruin of Age of Information in Augmented Reality over Wireless Terahertz (THz) Networks. CoRR abs/2008.09959 (2020) - [i207]Latif U. Khan, Walid Saad, Zhu Han, Ekram Hossain, Choong Seon Hong:
Federated Learning for Internet of Things: Recent Advances, Taxonomy, and Open Challenges. CoRR abs/2009.13012 (2020) - [i206]Yong Xiao, Guangming Shi, Yingyu Li, Walid Saad, H. Vincent Poor:
Towards Self-learning Edge Intelligence in 6G. CoRR abs/2010.00176 (2020) - [i205]Luyao Xu, Ming Chen, Mingzhe Chen, Zhaohui Yang, Christina Chaccour, Walid Saad, Choong Seon Hong:
Joint Location and Power Optimization for THz-enabled UAV Communications. CoRR abs/2011.01065 (2020) - [i204]Qianqian Zhang, Walid Saad, Mehdi Bennis:
Distributional Reinforcement Learning for mmWave Communications with Intelligent Reflectors on a UAV. CoRR abs/2011.01840 (2020) - [i203]Ye Hu, Mingzhe Chen, Walid Saad, H. Vincent Poor, Shuguang Cui:
Distributed Multi-agent Meta Learning for Trajectory Design in Wireless Drone Networks. CoRR abs/2012.03158 (2020) - [i202]Mohamed K. Abdel-Aziz, Cristina Perfecto
, Sumudu Samarakoon, Mehdi Bennis, Walid Saad:
Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning. CoRR abs/2012.03414 (2020) - [i201]Bo Zhou, Walid Saad:
Performance Analysis of Age of Information in Ultra-Dense Internet of Things (IoT) Systems with Noisy Channels. CoRR abs/2012.05109 (2020) - [i200]Md. Noor-A-Rahim, Zilong Liu, Haeyoung Lee, Mohammad Omar Khyam, Jianhua He, Dirk Pesch, Klaus Moessner, Walid Saad, H. Vincent Poor:
6G for Vehicle-to-Everything (V2X) Communications: Enabling Technologies, Challenges, and Opportunities. CoRR abs/2012.07753 (2020) - [i199]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah:
Predictive Ultra-Reliable Communication: A Survival Analysis Perspective. CoRR abs/2012.11971 (2020)
2010 – 2019
- 2019
- [j143]Xing Lu
, Kathryn Hinkelman
, Yangyang Fu, Jing Wang
, Wangda Zuo
, Qianqian Zhang
, Walid Saad:
An Open Source Modeling Framework for Interdependent Energy-Transportation-Communication Infrastructure in Smart and Connected Communities. IEEE Access 7: 55458-55476 (2019) - [j142]Monireh Mohebbi Moghaddam, Mohammad Hossein Manshaei
, Walid Saad, Maziar Goudarzi:
On Data Center Demand Response: A Cloud Federation Approach. IEEE Access 7: 101829-101843 (2019) - [j141]Nof Abuzainab, Walid Saad:
A graphical Bayesian game for secure sensor activation in internet of battlefield things. Ad Hoc Networks 85: 103-109 (2019) - [j140]Samad Ali
, Nandana Rajatheva, Walid Saad:
Fast Uplink Grant for Machine Type Communications: Challenges and Opportunities. IEEE Commun. Mag. 57(3): 97-103 (2019) - [j139]Mohammad Mozaffari
, Walid Saad
, Mehdi Bennis
, Young-Han Nam
, Mérouane Debbah:
A Tutorial on UAVs for Wireless Networks: Applications, Challenges, and Open Problems. IEEE Commun. Surv. Tutorials 21(3): 2334-2360 (2019) - [j138]Mingzhe Chen
, Ursula Challita, Walid Saad
, Changchuan Yin
, Mérouane Debbah:
Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial. IEEE Commun. Surv. Tutorials 21(4): 3039-3071 (2019) - [j137]Aunas Manzoor
, Nguyen Hoang Tran
, Walid Saad
, S. M. Ahsan Kazmi
, Shashi Raj Pandey
, Choong Seon Hong
:
Ruin Theory for Dynamic Spectrum Allocation in LTE-U Networks. IEEE Commun. Lett. 23(2): 366-369 (2019) - [j136]Yang Yang
, Mingzhe Chen
, Caili Guo
, Chunyan Feng, Walid Saad
:
Power Efficient Visible Light Communication With Unmanned Aerial Vehicles. IEEE Commun. Lett. 23(7): 1272-1275 (2019) - [j135]Ramy Amer
, Walid Saad
, Nicola Marchetti:
Toward a Connected Sky: Performance of Beamforming With Down-Tilted Antennas for Ground and UAV User Co-Existence. IEEE Commun. Lett. 23(10): 1840-1844 (2019) - [j134]Ye Hu
, Anibal Sanjab
, Walid Saad
:
Dynamic Psychological Game Theory for Secure Internet of Battlefield Things (IoBT) Systems. IEEE Internet Things J. 6(2): 3712-3726 (2019) - [j133]Taehyeun Park
, Walid Saad
:
Distributed Learning for Low Latency Machine Type Communication in a Massive Internet of Things. IEEE Internet Things J. 6(3): 5562-5576 (2019) - [j132]Yaman Sharaf-Dabbagh
, Walid Saad
:
Authentication of Wireless Devices in the Internet of Things: Learning and Environmental Effects. IEEE Internet Things J. 6(4): 6692-6705 (2019) - [j131]Mohammad Mozaffari
, Walid Saad
, Mehdi Bennis
, Mérouane Debbah:
Communications and Control for Wireless Drone-Based Antenna Array. IEEE Trans. Commun. 67(1): 820-834 (2019) - [j130]Aidin Ferdowsi
, Walid Saad
:
Deep Learning for Signal Authentication and Security in Massive Internet-of-Things Systems. IEEE Trans. Commun. 67(2): 1371-1387 (2019) - [j129]Mingzhe Chen
, Walid Saad
, Changchuan Yin, Mérouane Debbah:
Data Correlation-Aware Resource Management in Wireless Virtual Reality (VR): An Echo State Transfer Learning Approach. IEEE Trans. Commun. 67(6): 4267-4280 (2019) - [j128]Tengchan Zeng
, Omid Semiari
, Walid Saad
, My T. Thai
:
Spatial Motifs for Device-to-Device Network Analysis in Cellular Networks. IEEE Trans. Commun. 67(8): 5474-5489 (2019) - [j127]Mina Baghani
, Saeedeh Parsaeefard
, Mahsa Derakhshani
, Walid Saad
:
Dynamic Non-Orthogonal Multiple Access and Orthogonal Multiple Access in 5G Wireless Networks. IEEE Trans. Commun. 67(9): 6360-6373 (2019) - [j126]Mingzhe Chen
, Walid Saad
, Changchuan Yin
:
Echo-Liquid State Deep Learning for 360° Content Transmission and Caching in Wireless VR Networks With Cellular-Connected UAVs. IEEE Trans. Commun. 67(9): 6386-6400 (2019) - [j125]Kenza Hamidouche
, Walid Saad
, Mérouane Debbah, My T. Thai
, Zhu Han:
Contract-Based Incentive Mechanism for LTE Over Unlicensed Channels. IEEE Trans. Commun. 67(9): 6427-6440 (2019) - [j124]Nicole Sawyer
, Mehdi Naderi Soorki, Walid Saad
, David B. Smith
, Ni Ding
:
Evolutionary Games for Correlation-Aware Clustering in Massive Machine-to-Machine Networks. IEEE Trans. Commun. 67(9): 6527-6543 (2019) - [j123]Aidin Ferdowsi
, Samad Ali
, Walid Saad
, Narayan B. Mandayam
:
Cyber-Physical Security and Safety of Autonomous Connected Vehicles: Optimal Control Meets Multi-Armed Bandit Learning. IEEE Trans. Commun. 67(10): 7228-7244 (2019) - [j122]Bo Zhou
, Walid Saad
:
Joint Status Sampling and Updating for Minimizing Age of Information in the Internet of Things. IEEE Trans. Commun. 67(11): 7468-7482 (2019) - [j121]Ali Taleb Zadeh Kasgari
, Walid Saad
, Mérouane Debbah:
Human-in-the-Loop Wireless Communications: Machine Learning and Brain-Aware Resource Management. IEEE Trans. Commun. 67(11): 7727-7743 (2019) - [j120]Tengchan Zeng
, Omid Semiari
, Walid Saad
, Mehdi Bennis
:
Joint Communication and Control for Wireless Autonomous Vehicular Platoon Systems. IEEE Trans. Commun. 67(11): 7907-7922 (2019) - [j119]Mehdi Naderi Soorki, Walid Saad
, Mohammad Hossein Manshaei
, Hossein Saidi
:
Social Community-Aware Content Placement in Wireless Device-to-Device Communication Networks. IEEE Trans. Mob. Comput. 18(8): 1938-1950 (2019) - [j118]Georges El Rahi, S. Rasoul Etesami, Walid Saad
, Narayan B. Mandayam
, H. Vincent Poor
:
Managing Price Uncertainty in Prosumer-Centric Energy Trading: A Prospect-Theoretic Stackelberg Game Approach. IEEE Trans. Smart Grid 10(1): 702-713 (2019) - [j117]Sarthak Gupta, Vassilis Kekatos
, Walid Saad
:
Optimal Real-Time Coordination of Energy Storage Units As a Voltage-Constrained Game. IEEE Trans. Smart Grid 10(4): 3883-3894 (2019) - [j116]Anupam Kumar Bairagi
, Nguyen Hoang Tran
, Walid Saad
, Zhu Han, Choong Seon Hong
:
A Game-Theoretic Approach for Fair Coexistence Between LTE-U and Wi-Fi Systems. IEEE Trans. Veh. Technol. 68(1): 442-455 (2019) - [j115]Jun Guo, Sunwoo Kim, Henk Wymeersch
, Walid Saad, Wei Chen:
Guest Editorial: Introduction to the Special Section on Machine Learning-Based Internet of Vehicles: Theory, Methodology, and Applications. IEEE Trans. Veh. Technol. 68(5): 4105-4109 (2019) - [j114]Mohammad Mozaffari
, Ali Taleb Zadeh Kasgari
, Walid Saad
, Mehdi Bennis
, Mérouane Debbah:
Beyond 5G With UAVs: Foundations of a 3D Wireless Cellular Network. IEEE Trans. Wirel. Commun. 18(1): 357-372 (2019) - [j113]Mingzhe Chen
, Walid Saad
, Changchuan Yin
:
Liquid State Machine Learning for Resource and Cache Management in LTE-U Unmanned Aerial Vehicle (UAV) Networks. IEEE Trans. Wirel. Commun. 18(3): 1504-1517 (2019) - [j112]Ursula Challita
, Walid Saad
, Christian Bettstetter
:
Interference Management for Cellular-Connected UAVs: A Deep Reinforcement Learning Approach. IEEE Trans. Wirel. Commun. 18(4): 2125-2140 (2019) - [j111]Gilsoo Lee
, Walid Saad
, Mehdi Bennis
:
An Online Optimization Framework for Distributed Fog Network Formation With Minimal Latency. IEEE Trans. Wirel. Commun. 18(4): 2244-2258 (2019) - [j110]Mehdi Naderi Soorki
, Walid Saad
, Mehdi Bennis
:
Optimized Deployment of Millimeter Wave Networks for In-Venue Regions With Stochastic Users' Orientation. IEEE Trans. Wirel. Commun. 18(11): 5037-5049 (2019) - [j109]Aidin Ferdowsi
, Ursula Challita, Walid Saad
:
Deep Learning for Reliable Mobile Edge Analytics in Intelligent Transportation Systems: An Overview. IEEE Veh. Technol. Mag. 14(1): 62-70 (2019) - [j108]Ursula Challita, Aidin Ferdowsi, Mingzhe Chen
, Walid Saad:
Machine Learning for Wireless Connectivity and Security of Cellular-Connected UAVs. IEEE Wirel. Commun. 26(1): 28-35 (2019) - [j107]Omid Semiari, Walid Saad, Mehdi Bennis
, Mérouane Debbah:
Integrated Millimeter Wave and Sub-6 GHz Wireless Networks: A Roadmap for Joint Mobile Broadband and Ultra-Reliable Low-Latency Communications. IEEE Wirel. Commun. 26(2): 109-115 (2019) - [j106]Nof Abuzainab
, Walid Saad
, Allen B. MacKenzie
:
Distributed Uplink Power Control in an Ultra-Dense Millimeter Wave Network: A Mean-Field Game Approach. IEEE Wirel. Commun. Lett. 8(5): 1328-1332 (2019) - [j105]Minchae Jung
, Walid Saad
, Young Rok Jang
, Gyuyeol Kong
, Sooyong Choi
:
Reliability Analysis of Large Intelligent Surfaces (LISs): Rate Distribution and Outage Probability. IEEE Wirel. Commun. Lett. 8(6): 1662-1666 (2019) - [c203]Md. Golam Moula Mehedi Hasan, Mohammad Ashiqur Rahman
, Mohammad Hossein Manshaei, Walid Saad:
A Game-Theoretic Analysis of Pricing Competition between Aggregators in V2G Systems. COMPSAC (1) 2019: 549-558 - [c202]Mostafizur Rahman, Murat Yuksel, Walid Saad:
Regulations and Strategies in Subsidy-based Spectrum Sharing Markets. DySPAN 2019: 1-10 - [c201]Yao Zhao, Bo Zhou
, Walid Saad, Xiliang Luo:
Age of Information Analysis for Dynamic Spectrum Sharing. GlobalSIP 2019: 1-5 - [c200]Zhaohui Yang, Mingzhe Chen
, Walid Saad, Wei Xu, Mohammad Shikh-Bahaei:
Sum-Rate Maximization of Uplink Rate Splitting Multiple Access (RSMA) Communication. GLOBECOM 2019: 1-6 - [c199]Mohamed A. Abd-Elmagid, Aidin Ferdowsi, Harpreet S. Dhillon, Walid Saad:
Deep Reinforcement Learning for Minimizing Age-of-Information in UAV-Assisted Networks. GLOBECOM 2019: 1-6 - [c198]Mingzhe Chen
, Zhaohui Yang, Walid Saad, Changchuan Yin, H. Vincent Poor, Shuguang Cui
:
Performance Optimization of Federated Learning over Wireless Networks. GLOBECOM 2019: 1-6 - [c197]Mingzhe Chen
, Omid Semiari, Walid Saad, Xuanlin Liu
, Changchuan Yin:
Federated Deep Learning for Immersive Virtual Reality over Wireless Networks. GLOBECOM 2019: 1-6 - [c196]Aidin Ferdowsi, Walid Saad:
Generative Adversarial Networks for Distributed Intrusion Detection in the Internet of Things. GLOBECOM 2019: 1-6 - [c195]Minchae Jung, Walid Saad, Gyuyeol Kong:
Spectral Efficiency in Large Intelligent Surfaces: Asymptotic Analysis under Pilot Contamination. GLOBECOM 2019: 1-6 - [c194]Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis
:
Ultra-Reliable Millimeter-Wave Communications Using an Artificial Intelligence-Powered Reflector. GLOBECOM 2019: 1-6 - [c193]Yining Wang, Mingzhe Chen
, Zhaohui Yang, Xue Hao, Tao Luo, Walid Saad:
Gated Recurrent Units Learning for Optimal Deployment of Visible Light Communications Enabled UAVs. GLOBECOM 2019: 1-6 - [c192]Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis
:
Dependence Control for Reliability Optimization in Vehicular Networks. GLOBECOM 2019: 1-6 - [c191]Qianqian Zhang
, Walid Saad, Mehdi Bennis
:
Reflections in the Sky: Millimeter Wave Communication with UAV-Carried Intelligent Reflectors. GLOBECOM 2019: 1-6 - [c190]Mingzhe Chen
, Walid Saad, Changchuan Yin:
Deep Learning for 360° Content Transmission in UAV-Enabled Virtual Reality. ICC 2019: 1-6 - [c189]Mingzhe Chen
, Walid Saad, Changchuan Yin:
Liquid State Based Transfer Learning for 360° Image Transmission in Wireless VR Networks. ICC 2019: 1-6 - [c188]Ali Taleb Zadeh Kasgari, Walid Saad:
Model-Free Ultra Reliable Low Latency Communication (URLLC): A Deep Reinforcement Learning Framework. ICC 2019: 1-6 - [c187]Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis
:
Joint Communication and Control System Design for Connected and Autonomous Vehicle Navigation. ICC 2019: 1-6 - [c186]Bo Zhou
, Walid Saad:
Minimizing Age of Information in the Internet of Things with Non-Uniform Status Packet Sizes. ICC 2019: 1-6 - [c185]Walid Saad:
Tutorial Machine Learning for AI-Driven Wireless Networks: Challenges and Opportunities. ISCC 2019: 1 - [c184]Christina Chaccour, Ramy Amer, Bo Zhou
, Walid Saad:
On the Reliability of Wireless Virtual Reality at Terahertz (THz) Frequencies. NTMS 2019: 1-5 - [c183]Ye Hu, Mingzhe Chen
, Walid Saad:
Competitive Market for Joint Access and Backhaul Resource Allocation in Satellite-Drone Networks. NTMS 2019: 1-5 - [c182]Aaron French, Mohammad Mozaffari
, AbdelRahman Eldosouky, Walid Saad:
Environment-Aware Deployment of Wireless Drones Base Stations with Google Earth Simulator. PerCom Workshops 2019: 868-873 - [c181]Ramy Amer, Walid Saad, Hesham ElSawy, M. Majid Butt
, Nicola Marchetti:
Caching to the Sky: Performance Analysis of Cache-Assisted CoMP for Cellular-Connected UAVs. WCNC 2019: 1-6 - [i198]Bo Zhou, Walid Saad:
Minimum Age of Information in the Internet of Things with Non-uniform Status Packet Sizes. CoRR abs/1901.07069 (2019) - [i197]Anibal Sanjab, Walid Saad, Tamer Basar:
A Game of Drones: Cyber-Physical Security of Time-Critical UAV Applications with Cumulative Prospect Theory Perceptions and Valuations. CoRR abs/1902.03506 (2019) - [i196]Mingzhe Chen, Walid Saad, Changchuan Yin, Mérouane Debbah:
Data Correlation-Aware Resource Management in Wireless Virtual Reality (VR): An Echo State Transfer Learning Approach. CoRR abs/1902.05181 (2019) - [i195]Walid Saad, Mehdi Bennis, Mingzhe Chen:
A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems. CoRR abs/1902.10265 (2019) - [i194]Minchae Jung, Walid Saad, Young Rok Jang, Gyuyeol Kong, Sooyong Choi:
Reliability Analysis of Large Intelligent Surfaces (LISs): Rate Distribution and Outage Probability. CoRR abs/1903.11456 (2019) - [i193]Minchae Jung, Walid Saad, Gyuyeol Kong:
Performance Analysis of Large Intelligent Surfaces (LISs): Uplink Spectral Efficiency and Pilot Training. CoRR abs/1904.00453 (2019) - [i192]Xing Lu, Kathryn Hinkelman, Yangyang Fu, Jing Wang, Wangda Zuo, Qianqian Zhang, Walid Saad:
An Open Source Modeling Framework for Interdependent Energy-Transportation- Communication Infrastructure in Smart and Connected Communities. CoRR abs/1904.03678 (2019) - [i191]AbdelRahman Eldosouky, Aidin Ferdowsi, Walid Saad:
Drones in Distress: A Game-Theoretic Countermeasure for Protecting UAVs Against GPS Spoofing. CoRR abs/1904.11568 (2019) - [i190]Mohamed A. Abd-Elmagid, Aidin Ferdowsi, Harpreet S. Dhillon, Walid Saad:
Deep Reinforcement Learning for Minimizing Age-of-Information in UAV-assisted Networks. CoRR abs/1905.02993 (2019) - [i189]Yang Yang, Mingzhe Chen, Caili Guo, Chunyan Feng, Walid Saad:
Power Efficient Visible Light Communication (VLC) with Unmanned Aerial Vehicles (UAVs). CoRR abs/1905.04200 (2019) - [i188]Christina Chaccour, Ramy Amer, Bo Zhou, Walid Saad:
On the Reliability of Wireless Virtual Reality at Terahertz (THz) Frequencies. CoRR abs/1905.07656 (2019) - [i187]Samad Ali, Hossein Asgharimoghaddam, Nandana Rajatheva, Walid Saad, Jussi Haapola:
Contextual Bandit Learning for Machine Type Communications in the Null Space of Multi-Antenna Systems. CoRR abs/1905.09880 (2019) - [i186]Aidin Ferdowsi, Walid Saad:
Generative Adversarial Networks for Distributed Intrusion Detection in the Internet of Things. CoRR abs/1906.00567 (2019) - [i185]Nof Abuzainab, Walid Saad, Allen B. MacKenzie:
Distributed Uplink Power Control in an Ultra-Dense Millimeter Wave Network: A Mean-field Game Approach. CoRR abs/1906.00743 (2019) - [i184]Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis:
Optimized Deployment of Millimeter Wave Networks for In-venue Regions with Stochastic Users' Orientation. CoRR abs/1906.02491 (2019) - [i183]Zhaohui Yang, Mingzhe Chen, Walid Saad, Wei Xu, Mohammad Shikh-Bahaei:
Sum-Rate Maximization of Uplink Rate Splitting Multiple Access (RSMA) Communication. CoRR abs/1906.04092 (2019) - [i182]Gilsoo Lee, Jihong Park, Walid Saad, Mehdi Bennis:
Performance Analysis of Blockchain Systems with Wireless Mobile Miners. CoRR abs/1906.06759 (2019) - [i181]Ramy Amer, Walid Saad, Nicola Marchetti:
Towards a Connected Sky: Performance of Beamforming with Down-tilted Antennas for Ground and UAV User Co-existence. CoRR abs/1907.05085 (2019) - [i180]Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis:
Dependence Control for Reliability Optimization in Vehicular Networks. CoRR abs/1908.01182 (2019) - [i179]Qianqian Zhang, Walid Saad, Mehdi Bennis:
Reflections in the Sky: Millimeter Wave Communication with UAV-Carried Intelligent Reflectors. CoRR abs/1908.03271 (2019) - [i178]Xuanlin Liu, Mingzhe Chen, Changchuan Yin, Walid Saad:
Analysis of Memory Capacity for Deep Echo State Networks. CoRR abs/1908.07063 (2019) - [i177]Ramy Amer, Walid Saad, Nicola Marchetti:
Mobility in the Sky: Performance and Mobility Analysis for Cellular-Connected UAVs. CoRR abs/1908.07774 (2019) - [i176]Ye Hu, Mingzhe Chen, Walid Saad:
Joint Access and Backhaul Resource Management in Satellite-Drone Networks: A Competitive Market Approach. CoRR abs/1908.11038 (2019) - [i175]Yining Wang, Mingzhe Chen, Zhaohui Yang, Xue Hao, Tao Luo, Walid Saad:
Gated Recurrent Units Learning for Optimal Deployment of Visible Light Communications Enabled UAVs. CoRR abs/1909.07554 (2019) - [i174]Mingzhe Chen, Zhaohui Yang, Walid Saad, Changchuan Yin, H. Vincent Poor, Shuguang Cui:
A Joint Learning and Communications Framework for Federated Learning over Wireless Networks. CoRR abs/1909.07972 (2019) - [i173]Minchae Jung, Walid Saad, Mérouane Debbah, Choong Seon Hong:
On the Optimality of Reconfigurable Intelligent Surfaces (RISs): Passive Beamforming, Modulation, and Resource Allocation. CoRR abs/1910.00968 (2019) - [i172]Zhaohui Yang, Mingzhe Chen, Walid Saad, Choong Seon Hong, Mohammad Shikh-Bahaei:
Energy Efficient Federated Learning Over Wireless Communication Networks. CoRR abs/1911.02417 (2019) - [i171]Ali Taleb Zadeh Kasgari, Walid Saad, Mohammad Mozaffari, H. Vincent Poor:
Experienced Deep Reinforcement Learning with Generative Adversarial Networks (GANs) for Model-Free Ultra Reliable Low Latency Communication. CoRR abs/1911.03264 (2019) - [i170]Latif U. Khan, Nguyen Hoang Tran, Shashi Raj Pandey, Walid Saad, Zhu Han, Minh N. H. Nguyen, Choong Seon Hong:
Federated Learning for Edge Networks: Resource Optimization and Incentive Mechanism. CoRR abs/1911.05642 (2019) - [i169]Soheil Rostami, Walid Saad, Choong Seon Hong:
Deep Learning with Persistent Homology for Orbital Angular Momentum (OAM) Decoding. CoRR abs/1911.06858 (2019) - [i168]Yining Wang, Mingzhe Chen, Zhaohui Yang, Tao Luo, Walid Saad:
Deep Learning for Optimal Deployment of UAVs with Visible Light Communications. CoRR abs/1912.00752 (2019) - [i167]Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Mehdi Bennis, Walid Saad:
Ultra-Reliable and Low-Latency Vehicular Communication: An Active Learning Approach. CoRR abs/1912.03359 (2019) - [i166]Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Chen-Feng Liu, Mehdi Bennis, Walid Saad:
Optimized Age of Information Tail for Ultra-Reliable Low-Latency Communications in Vehicular Networks. CoRR abs/1912.07981 (2019) - 2018
- [j104]Muhammad Ikram Ashraf
, Chen-Feng Liu
, Mehdi Bennis
, Walid Saad, Choong Seon Hong
:
Dynamic Resource Allocation for Optimized Latency and Reliability in Vehicular Networks. IEEE Access 6: 63843-63858 (2018) - [j103]Mostafa Darabi, Alimohammad Montazeri
, Behrouz Maham
, Walid Saad, Houman Zarrabi:
Packet size adjustment for minimizing the average delay in buffer-aided cognitive machine-to-machine networks. Comput. Electr. Eng. 68: 298-309 (2018) - [j102]Arvind Merwaday, Murat Yuksel
, Thomas Quint, Ismail Güvenç
, Walid Saad, Naim Kapucu:
Incentivizing spectrum sharing via subsidy regulations for future wireless networks. Comput. Networks 135: 132-146 (2018) - [j101]Mohammed Saad ElBamby
, Mehdi Bennis
, Walid Saad, Matti Latva-aho, Choong Seon Hong
:
Proactive edge computing in fog networks with latency and reliability guarantees. EURASIP J. Wirel. Commun. Netw. 2018: 209 (2018) - [j100]P. G. Sudheesh
, Mohammad Mozaffari
, Maurizio Magarini, Walid Saad
, P. Muthuchidambaranathan
:
Sum-Rate Analysis for High Altitude Platform (HAP) Drones With Tethered Balloon Relay. IEEE Commun. Lett. 22(6): 1240-1243 (2018) - [j99]Samad Ali
, Walid Saad
, Nandana Rajatheva
:
A Directed Information Learning Framework for Event-Driven M2M Traffic Prediction. IEEE Commun. Lett. 22(11): 2378-2381 (2018) - [j98]Nof Abuzainab
, Walid Saad
:
Dynamic Connectivity Game for Adversarial Internet of Battlefield Things Systems. IEEE Internet Things J. 5(1): 378-390 (2018) - [j97]Jun Huang
, Zheng Chang, Mohammed Atiquzzaman
, Zhu Han, Walid Saad:
Guest Editorial Special Issue on Wireless Energy Harvesting for Internet of Things. IEEE Internet Things J. 5(4): 2580-2584 (2018) - [j96]S. Rasoul Etesami, Walid Saad
, Narayan B. Mandayam
, H. Vincent Poor
:
Stochastic Games for the Smart Grid Energy Management With Prospect Prosumers. IEEE Trans. Autom. Control. 63(8): 2327-2342 (2018) - [j95]Mingzhe Chen
, Walid Saad
, Changchuan Yin
:
Virtual Reality Over Wireless Networks: Quality-of-Service Model and Learning-Based Resource Management. IEEE Trans. Commun. 66(11): 5621-5635 (2018) - [j94]Nof Abuzainab
, Walid Saad
:
A Multiclass Mean-Field Game for Thwarting Misinformation Spread in the Internet of Battlefield Things. IEEE Trans. Commun. 66(12): 6643-6658 (2018) - [j93]Longfei Wei, Arif I. Sarwat
, Walid Saad, Saroj Biswas
:
Stochastic Games for Power Grid Protection Against Coordinated Cyber-Physical Attacks. IEEE Trans. Smart Grid 9(2): 684-694 (2018) - [j92]Yunpeng Wang
, Walid Saad
, Arif I. Sarwat
, Choong Seon Hong
:
Reactive Power Compensation Game Under Prospect-Theoretic Framing Effects. IEEE Trans. Smart Grid 9(5): 4181-4193 (2018) - [j91]Omid Semiari
, Walid Saad
, Mehdi Bennis
, Behrouz Maham
:
Caching Meets Millimeter Wave Communications for Enhanced Mobility Management in 5G Networks. IEEE Trans. Wirel. Commun. 17(2): 779-793 (2018) - [j90]Ursula Challita
, Li Dong
, Walid Saad
:
Proactive Resource Management for LTE in Unlicensed Spectrum: A Deep Learning Perspective. IEEE Trans. Wirel. Commun. 17(7): 4674-4689 (2018) - [c180]Tengchan Zeng, Mohammad Mozaffari
, Omid Semiari, Walid Saad, Mehdi Bennis
, Mérouane Debbah:
Wireless Communications and Control for Swarms of Cellular-Connected UAVs. ACSSC 2018: 719-723 - [c179]Aidin Ferdowsi, Anibal Sanjab, Walid Saad, Tamer Basar:
Generalized Colonel Blotto Game. ACC 2018: 5744-5749 - [c178]Ali Taleb Zadeh Kasgari, Walid Saad:
Stochastic optimization and control framework for 5G network slicing with effective isolation. CISS 2018: 1-6 - [c177]Souha Bejaoui, Christophe Cérin, Tarek Menouer
, Walid Saad:
Towards a Two Layers Based Scheduling Schema for Data Aware Strategies. DASC/PiCom/DataCom/CyberSciTech 2018: 1060-1067 - [c176]Tarek Menouer, Christophe Cérin, Walid Saad, Xuanhua Shi:
A Resource Allocation Framework with Qualitative and Quantitative SLA Classes. Euro-Par Workshops 2018: 69-81 - [c175]Mohamed K. Abdel-Aziz, Chen-Feng Liu, Sumudu Samarakoon
, Mehdi Bennis
, Walid Saad:
Ultra-Reliable Low-Latency Vehicular Networks: Taming the Age of Information Tail. GLOBECOM 2018: 1-7 - [c174]Nof Abuzainab, Walid Saad:
Misinformation Control in the Internet of Battlefield Things: A Multiclass Mean-Field Game. GLOBECOM 2018: 1-7 - [c173]Samad Ali
, Aidin Ferdowsi, Walid Saad, Nandana Rajatheva:
Sleeping Multi-Armed Bandits for Fast Uplink Grant Allocation in Machine Type Communications. GLOBECOM Workshops 2018: 1-6 - [c172]Gilsoo Lee, Walid Saad, Mehdi Bennis
:
Online Optimization for UAV-Assisted Distributed Fog Computing in Smart Factories of Industry 4.0. GLOBECOM 2018: 1-6 - [c171]Momena Monwar, Omid Semiari, Walid Saad:
Optimized Path Planning for Inspection by Unmanned Aerial Vehicles Swarm with Energy Constraints. GLOBECOM 2018: 1-6 - [c170]Mohammad Mozaffari
, Ali Taleb Zadeh Kasgari, Walid Saad, Mehdi Bennis
, Mérouane Debbah:
3D Cellular Network Architecture with Drones for beyond 5G. GLOBECOM 2018: 1-6 - [c169]Taehyeun Park, Gilsoo Lee, Walid Saad:
Message-Aware Uplink Transmit Power Level Partitioning for Non-Orthogonal Multiple Access (NOMA). GLOBECOM 2018: 1-6 - [c168]Sumudu Samarakoon
, Mehdi Bennis
, Walid Saad, Mérouane Debbah:
Federated Learning for Ultra-Reliable Low-Latency V2V Communications. GLOBECOM 2018: 1-7 - [c167]Md Mostofa Kamal Tareq, Omid Semiari, Mohsen Amini Salehi, Walid Saad:
Ultra Reliable, Low Latency Vehicle-to-Infrastructure Wireless Communications with Edge Computing. GLOBECOM 2018: 1-7 - [c166]Qianqian Zhang
, Mohammad Mozaffari
, Walid Saad, Mehdi Bennis
, Mérouane Debbah:
Machine Learning for Predictive On-Demand Deployment of Uavs for Wireless Communications. GLOBECOM 2018: 1-6 - [c165]Bo Zhou
, Walid Saad:
Optimal Sampling and Updating for Minimizing Age of Information in the Internet of Things. GLOBECOM 2018: 1-6 - [c164]Kihong Ahn, Aresh Dadlani
, Kiseon Kim, Walid Saad:
Revenue Maximization of Multi-Class Charging Stations with Opportunistic Charger Sharing. ICC 2018: 1-6 - [c163]Ursula Challita, Walid Saad, Christian Bettstetter:
Deep Reinforcement Learning for Interference-Aware Path Planning of Cellular-Connected UAVs. ICC 2018: 1-7 - [c162]Mingzhe Chen
, Walid Saad, Changchuan Yin:
Echo State Learning for Wireless Virtual Reality Resource Allocation in UAV-Enabled LTE-U Networks. ICC 2018: 1-6 - [c161]Aidin Ferdowsi, Walid Saad:
Deep Learning-Based Dynamic Watermarking for Secure Signal Authentication in the Internet of Things. ICC 2018: 1-6 - [c160]Kenza Hamidouche, Ali Taleb Zadeh Kasgari, Walid Saad, Mehdi Bennis
, Mérouane Debbah:
Collaborative Artificial Intelligence (AI) for User-Cell Association in Ultra-Dense Cellular Systems. ICC Workshops 2018: 1-6 - [c159]Ye Hu, Nof Abuzainab, Walid Saad:
Dynamic Psychological Game for Adversarial Internet of Battlefield Things Systems. ICC 2018: 1-6 - [c158]Mohammad Mozaffari
, Walid Saad, Mehdi Bennis
, Mérouane Debbah:
Drone-Based Antenna Array for Service Time Minimization in Wireless Networks. ICC 2018: 1-6 - [c157]Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis
:
Integrated Communications and Control Co-Design for Wireless Vehicular Platoon Systems. ICC 2018: 1-6 - [c156]AbdelRahman Eldosouky, Walid Saad:
On the cybersecurity of m-Health IoT systems with LED bitslice implementation. ICCE 2018: 1-6 - [c155]Tengchan Zeng, Omid Semiari, Walid Saad:
Spatio-Temporal Motifs for Optimized Vehicle-to-Vehicle (V2V) Communications. ICNC 2018: 789-794 - [c154]Xuanlin Liu
, Mingzhe Chen
, Changchuan Yin, Walid Saad:
Analysis of Memory Capacity for Deep Echo State Networks. ICMLA 2018: 443-448 - [c153]Aidin Ferdowsi, Ursula Challita, Walid Saad, Narayan B. Mandayam:
Robust Deep Reinforcement Learning for Security and Safety in Autonomous Vehicle Systems. ITSC 2018: 307-312 - [c152]Ali Taleb Zadeh Kasgari, Behrouz Maham
, Hamed Kebriaei, Walid Saad:
Dynamic Learning for Distributed Power Control in Underlaid Cognitive Radio Networks. IWCMC 2018: 213-218 - [c151]Anupam Kumar Bairagi, Nguyen Hoang Tran
, Walid Saad, Choong Seon Hong
:
Bargaining game for effective coexistence between LTE-U and Wi-Fi systems. NOMS 2018: 1-8 - [i165]Samad Ali, Nandana Rajatheva, Walid Saad:
Fast Uplink Grant for Machine Type Communications: Challenges and Opportunities. CoRR abs/1801.04953 (2018) - [i164]Ursula Challita, Walid Saad, Christian Bettstetter:
Cellular-Connected UAVs over 5G: Deep Reinforcement Learning for Interference Management. CoRR abs/1801.05500 (2018) - [i163]Anibal Sanjab, Walid Saad, Tamer Basar:
Graph-Theoretic Framework for Unified Analysis of Observability and Data Injection Attacks in the Smart Grid. CoRR abs/1801.08951 (2018) - [i162]Mingzhe Chen, Walid Saad, Changchuan Yin:
Liquid State Machine Learning for Resource and Cache Management in LTE-U Unmanned Aerial Vehicle (UAV) Networks. CoRR abs/1801.09339 (2018) - [i161]Ali Taleb Zadeh Kasgari, Walid Saad:
Stochastic Optimization and Control Framework for 5G Network Slicing with Effective Isolation. CoRR abs/1801.10282 (2018) - [i160]Omid Semiari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Integrated Millimeter Wave and Sub-6 GHz Wireless Networks: A Roadmap for Ultra-Reliable Low-Latency Communications. CoRR abs/1802.03837 (2018) - [i159]Nof Abuzainab, Walid Saad:
A Multiclass Mean-Field Game for Thwarting Misinformation Spread in the Internet of Battlefield Things (IoBT). CoRR abs/1802.06887 (2018) - [i158]Nicole Sawyer, Mehdi Naderi Soorki, Walid Saad, David B. Smith:
Evolutionary Games for Correlation-Aware Clustering in Massive Machine-to-Machine Networks. CoRR abs/1803.00283 (2018) - [i157]Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Young-Han Nam, Mérouane Debbah:
A Tutorial on UAVs for Wireless Networks: Applications, Challenges, and Open Problems. CoRR abs/1803.00680 (2018) - [i156]Aidin Ferdowsi, Walid Saad:
Deep Learning for Signal Authentication and Security in Massive Internet of Things Systems. CoRR abs/1803.00916 (2018) - [i155]Anselme Ndikumana, Nguyen Hoang Tran, Tai Manh Ho, Zhu Han, Walid Saad, Dusit Niyato, Choong Seon Hong:
Joint Communication, Computation, Caching, and Control in Big Data Multi-access Edge Computing. CoRR abs/1803.11512 (2018) - [i154]Ali Taleb Zadeh Kasgari, Walid Saad, Mérouane Debbah:
Human-in-the-Loop Wireless Communications: Machine Learning and Brain-Aware Resource Management. CoRR abs/1804.00209 (2018) - [i153]Mingzhe Chen, Walid Saad, Changchuan Yin:
Echo-Liquid State Deep Learning for 360° Content Transmission and Caching in Wireless VR Networks with Cellular-Connected UAVs. CoRR abs/1804.03284 (2018) - [i152]Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis:
Joint Communication and Control for Wireless Autonomous Vehicular Platoon Systems. CoRR abs/1804.05290 (2018) - [i151]Ursula Challita, Aidin Ferdowsi, Mingzhe Chen, Walid Saad:
Artificial Intelligence for Wireless Connectivity and Security of Cellular-Connected UAVs. CoRR abs/1804.05348 (2018) - [i150]Qianqian Zhang, Mohammad Mozaffari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Machine Learning for Predictive On-Demand Deployment of UAVs for Wireless Communications. CoRR abs/1805.00061 (2018) - [i149]Yaman Sharaf-Dabbagh, Walid Saad:
Authentication of Everything in the Internet of Things: Learning and Environmental Effects. CoRR abs/1805.00969 (2018) - [i148]Aidin Ferdowsi, Ursula Challita, Walid Saad, Narayan B. Mandayam:
Robust Deep Reinforcement Learning for Security and Safety in Autonomous Vehicle Systems. CoRR abs/1805.00983 (2018) - [i147]Mohammad Mozaffari, Ali Taleb Zadeh Kasgari, Walid Saad, Mehdi Bennis, Mérouane Debbah:
Beyond 5G with UAVs: Foundations of a 3D Wireless Cellular Network. CoRR abs/1805.06532 (2018) - [i146]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah:
Federated Learning for Ultra-Reliable Low-Latency V2V Communications. CoRR abs/1805.09253 (2018) - [i145]Aaron French, Mohammad Mozaffari, AbdelRahman Eldosouky, Walid Saad:
Environment-Aware Deployment of Wireless Drones Base Stations with Google Earth Simulator. CoRR abs/1805.10424 (2018) - [i144]Bo Zhou, Walid Saad:
Joint Status Sampling and Updating for Minimizing Age of Information in the Internet of Things. CoRR abs/1807.04356 (2018) - [i143]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah:
Distributed Federated Learning for Ultra-Reliable Low-Latency Vehicular Communications. CoRR abs/1807.08127 (2018) - [i142]Mehdi Naderi Soorki, Walid Saad, Mohammad Hossein Manshaei, Hossein Saidi:
Social Community-Aware Content Placement in Wireless Device-to-Device Communication Networks. CoRR abs/1808.02637 (2018) - [i141]Md Mostofa Kamal Tareq, Omid Semiari, Mohsen Amini Salehi, Walid Saad:
Ultra Reliable, Low Latency Vehicle-to-Infrastructure Wireless Communications with Edge Computing. CoRR abs/1808.06015 (2018) - [i140]Momena Monwar, Omid Semiari, Walid Saad:
Optimized Path Planning for Inspection by Unmanned Aerial Vehicles Swarm with Energy Constraints. CoRR abs/1808.06018 (2018) - [i139]Kenza Hamidouche, Walid Saad, Mérouane Debbah, My T. Thai, Zhu Han:
Contract-based Incentive Mechanism for LTE over Unlicensed Channels. CoRR abs/1808.06579 (2018) - [i138]Samad Ali, Walid Saad, Nandana Rajatheva:
A Directed Information Learning Framework for Event-Driven M2M Traffic Prediction. CoRR abs/1808.08788 (2018) - [i137]