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ORCIDNing Lu 0001
Person information
- affiliation: Queen's University, Department of Electrical and Computer Engineering, Kingston, ON, Canada
- affiliation: Thompson Rivers University, Department of Computing Science, Kamloops, BC, Canada
- affiliation (PhD 2015): University of Waterloo, Department of Electrical and Computer Engineering, ON, Canada
Other persons with the same name
- Ning Lu — disambiguation page
- Ning Lu 0002
![[0000-0003-0125-0653]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-0125-0653")
— North Carolina State University, Department of Electrical Computer Engineering, Raleigh, NC, USA - Ning Lu 0003 — Huawei Technologies, Shenzhen, China (and 1 more)
- Ning Lu 0004 — Chinese Academy of Sciences, Institute of Geographic Sciences and Natural Resources Research, Beijing, China (and 1 more)
- Ning Lu 0005 — Xidian University, Xi'an, China (and 1 more)
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2020 – today
- 2024
[j34]Yi Zhou, Zhanqi Jin, Huaguang Shi, Lei Shi, Ning Lu:
Flying IRS: QoE-Driven Trajectory Optimization and Resource Allocation Based on Adaptive Deployment for WPCNs in 6G IoT. IEEE Internet Things J. 11(5): 9031-9046 (2024)- 2023
- [j33]Mahdi Beitollahi, Ning Lu:
Federated Learning Over Wireless Networks: Challenges and Solutions. IEEE Internet Things J. 10(16): 14749-14763 (2023) - [c35]Yihan Liu, Nianwen Ning, Ning Lu, Yi Zhou:
Knowledge Representation-Actuated Based Spatio-Temporal Graph Neural Network Traffic Flow Prediction. GLOBECOM 2023: 4528-4533 - [c34]Juaren Steiger, Bin Li, Bo Ji, Ning Lu:
Constrained Bandit Learning with Switching Costs for Wireless Networks. INFOCOM 2023: 1-10 - [c33]Xiucheng Wang, Nan Cheng, Longfei Ma, Zhisheng Yin, Tom H. Luan, Ning Lu:
Imperfect Digital Twin Assisted Low Cost Reinforcement Training for Multi-UAV Networks. MetaCom 2023: 365-369 - [c32]Zhangyun Wang, Nianwen Ning, Shihan Tian, Ning Lu, Nan Cheng, Yi Zhou:
Vehicular Multimodal Motion Forecasting via Conditional Score-based Modeling. VTC Fall 2023: 1-5 - [i5]Xiucheng Wang, Nan Cheng, Longfei Ma, Ruijin Sun, Rong Chai, Ning Lu:
Digital Twin-Assisted Knowledge Distillation Framework for Heterogeneous Federated Learning. CoRR abs/2303.06155 (2023) - [i4]Xiucheng Wang, Nan Cheng, Longfei Ma, Zhisheng Yin, Tom H. Luan, Ning Lu:
Imperfect Digital Twin Assisted Low Cost Reinforcement Training for Multi-UAV Networks. CoRR abs/2310.16302 (2023) - 2022
- [j32]Yi Zhou, Xiaoyong Ma, Shuting Hu, Danyang Zhou, Nan Cheng, Ning Lu:
QoE-Driven Adaptive Deployment Strategy of Multi-UAV Networks Based on Hybrid Deep Reinforcement Learning. IEEE Internet Things J. 9(8): 5868-5881 (2022) - [j31]Yi Zhou, Zhanqi Jin, Huaguang Shi, Zhangyun Wang, Ning Lu, Fuqiang Liu:
UAV-Assisted Fair Communication for Mobile Networks: A Multi-Agent Deep Reinforcement Learning Approach. Remote. Sens. 14(22): 5662 (2022) - [j30]Ning Zhang, Tao Han, Mehrdad Dianati, Ning Lu, Shangguang Wang:
Guest Editorial Special Issue on Space-Air-Ground Integrated Networks for Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. 23(3): 2701-2704 (2022) - [j29]Minghui Dai, Zhou Su, Qichao Xu, Yuntao Wang, Ning Lu:
A Trust-Driven Contract Incentive Scheme for Mobile Crowd-Sensing Networks. IEEE Trans. Veh. Technol. 71(2): 1794-1806 (2022) - [c31]Mahdi Beitollahi, Ning Lu:
FLAC: Federated Learning with Autoencoder Compression and Convergence Guarantee. GLOBECOM 2022: 4589-4594 - [c30]Mahdi Beitollahi, Mingrui Liu, Ning Lu:
DSFL: Dynamic Sparsification for Federated Learning. ICCSPA 2022: 1-6 - [c29]Ziyou Ren, Nan Cheng, Ruijin Sun, Xiucheng Wang, Ning Lu, Wenchao Xu:
SigT: An Efficient End-to-End MIMO-OFDM Receiver Framework Based on Transformer. ICCSPA 2022: 1-6 - [c28]Mahdi Beitollahi, Ning Lu:
Multi-frame Scheduling for Federated Learning over Energy-Efficient 6G Wireless Networks. INFOCOM Workshops 2022: 1-6 - [c27]Juaren Steiger, Bin Li, Ning Lu:
Learning from Delayed Semi-Bandit Feedback under Strong Fairness Guarantees. INFOCOM 2022: 1379-1388 - [c26]Ziyan Chen, Nan Cheng, Zhisheng Yin, Jingchao He, Ning Lu:
Service-Oriented Topology Reconfiguration of UAV Networks with Deep Reinforcement Learning. WCSP 2022: 753-758 - [i3]Longfei Ma, Nan Cheng, Xiucheng Wang, Ruijin Sun, Ning Lu:
On-Demand Resource Management for 6G Wireless Networks Using Knowledge-Assisted Dynamic Neural Networks. CoRR abs/2208.01785 (2022) - [i2]Ziyou Ren, Nan Cheng, Ruijin Sun, Xiucheng Wang, Ning Lu, Wenchao Xu:
SigT: An Efficient End-to-End MIMO-OFDM Receiver Framework Based on Transformer. CoRR abs/2211.09712 (2022) - 2021
- [j28]Gang Liu, Wei Quan, Nan Cheng, Deyun Gao, Ning Lu, Hongke Zhang, Xuemin Shen:
Softwarized IoT Network Immunity Against Eavesdropping With Programmable Data Planes. IEEE Internet Things J. 8(8): 6578-6590 (2021) - [j27]Xiangqi Kong, Ning Lu, Bin Li:
Optimal Scheduling for Unmanned Aerial Vehicle Networks With Flow-Level Dynamics. IEEE Trans. Mob. Comput. 20(3): 1186-1197 (2021) - [c25]Shuting Hu, Ze Yu, Danyang Zhou, Yi Zhou, Nan Cheng, Ning Lu:
STOG: A Traffic Prediction Scheme Based on Spatio-Temporal Optimized Graph Neural Networks. VTC Fall 2021: 1-5 - [c24]Danyang Zhou, Huxiao Wang, Wei Li, Yi Zhou, Nan Cheng, Ning Lu:
SA-SGAN: A Vehicle Trajectory Prediction Model Based on Generative Adversarial Networks. VTC Fall 2021: 1-5 - 2020
- [c23]Juaren Steiger, Ning Lu, Sameh Sorour:
Learning for Path Planning and Coverage Mapping in UAV-Assisted Emergency Communications. GLOBECOM 2020: 1-6 - [c22]Gang Liu, Wei Quan, Nan Cheng, Ning Lu, Hongke Zhang, Xuemin Shen:
P4NIS: Improving network immunity against eavesdropping with programmable data planes. INFOCOM Workshops 2020: 91-96 - [c21]Xiaoyong Ma, Shuting Hu, Danyang Zhou, Yi Zhou, Ning Lu:
Adaptive Deployment of UAV-Aided Networks Based on Hybrid Deep Reinforcement Learning. VTC Fall 2020: 1-6 - [c20]Wenchao Xu, Haibo Zhou, Nan Cheng, Ning Lu, Lijuan Xu, Meng Qin, Song Guo:
Autonomous Rate Control for Mobile Internet of Things: A Deep Reinforcement Learning Approach. VTC Fall 2020: 1-6
2010 – 2019
- 2019
- [j26]Ning Lu, Yi Zhou, Chenhao Shi, Nan Cheng, Lin Cai, Bin Li:
Planning While Flying: A Measurement-Aided Dynamic Planning of Drone Small Cells. IEEE Internet Things J. 6(2): 2693-2705 (2019) - [c19]Fuxiao Gao, Yi Zhou, Xiaoyong Ma, Tingting Yang, Nan Cheng, Ning Lu:
Coverage-maximization and Energy-efficient Drone Small Cell Deployment in Aerial-Ground Collaborative Vehicular Networks. ICCCS 2019: 559-564 - [c18]Tengfei Lian, Yi Zhou, Xianwei Wang, Nan Cheng, Ning Lu:
Predictive Task Migration Modeling in Software Defined Vehicular Networks. ICCCS 2019: 570-574 - [c17]Xianwei Wang, Yi Zhou, Xiaoyong Ma, Ning Lu, Nan Cheng, Kuan Zhang:
Smart Cyber Forensics of Rear-End Collision based on Multi-Access Edge Computing. ICCC 2019: 1012-1017 - 2018
- [j25]Nan Cheng, Wenchao Xu, Weisen Shi, Yi Zhou, Ning Lu, Haibo Zhou, Xuemin Shen:
Air-Ground Integrated Mobile Edge Networks: Architecture, Challenges, and Opportunities. IEEE Commun. Mag. 56(8): 26-32 (2018) - [j24]Ning Zhang, Ning Lu, Tao Han, Yi Zhou, Dajiang Chen:
Emerging Technologies for Vehicular Communication Networks. Wirel. Commun. Mob. Comput. 2018: 2938121:1-2938121:2 (2018) - [j23]Yi Zhou, Huanhuan Li, Chenhao Shi, Ning Lu, Nan Cheng:
A Fuzzy-Rule Based Data Delivery Scheme in VANETs with Intelligent Speed Prediction and Relay Selection. Wirel. Commun. Mob. Comput. 2018: 7637059:1-7637059:15 (2018) - [c16]Ning Lu, Bo Ji, Bin Li:
Age-based Scheduling: Improving Data Freshness for Wireless Real-Time Traffic. MobiHoc 2018: 191-200 - 2017
- [j22]Cailian Chen, Tom Hao Luan, Xinping Guan, Ning Lu, Yunshu Liu:
Connected Vehicular Transportation: Data Analytics and Traffic-Dependent Networking. IEEE Veh. Technol. Mag. 12(3): 42-54 (2017) - [c15]Chenhao Shi, Yi Zhou, Wei Li, Huanhuan Li, Ning Lu, Nan Cheng, Tingting Yang:
A Centralized Clustering Based Hybrid Vehicular Networking Architecture for Safety Data Delivery. GLOBECOM 2017: 1-6 - [c14]Gaochao Wang, Yandong Hou, Yanyu Zhang, Yi Zhou, Ning Lu, Nan Cheng:
TLB-VTL: 3-Level Buffer Based Virtual Traffic Light Scheme for Intelligent Collaborative Intersections. VTC Fall 2017: 1-5 - [i1]Cailian Chen, Tom Hao Luan, Xin-Ping Guan, Ning Lu, Yunshu Liu:
Connected Vehicular Transportation: Data Analytics and Traffic-dependent Networking. CoRR abs/1704.08125 (2017) - 2016
- [j21]Haibo Zhou, Nan Cheng, Ning Lu, Lin Gui, Deyu Zhang, Quan Yu, Fan Bai, Xuemin Sherman Shen:
WhiteFi Infostation: Engineering Vehicular Media Streaming With Geolocation Database. IEEE J. Sel. Areas Commun. 34(8): 2260-2274 (2016) - [j20]Ching-Hsien Hsu, Shangguang Wang, Daqiang Zhang, Hai-Cheng Chu, Ning Lu:
Efficient identity authentication and encryption technique for high throughput RFID system. Secur. Commun. Networks 9(15): 2581-2591 (2016) - [j19]Nan Cheng, Ning Lu, Ning Zhang, Xiang Zhang, Xuemin Sherman Shen, Jon W. Mark:
Opportunistic WiFi Offloading in Vehicular Environment: A Game-Theory Approach. IEEE Trans. Intell. Transp. Syst. 17(7): 1944-1955 (2016) - [j18]Nan Cheng, Ning Lu, Ning Zhang, Tingting Yang, Xuemin Sherman Shen, Jon W. Mark:
Vehicle-Assisted Device-to-Device Data Delivery for Smart Grid. IEEE Trans. Veh. Technol. 65(4): 2325-2340 (2016) - [j17]Ning Lu, Nan Cheng, Ning Zhang, Xuemin Sherman Shen, Jon W. Mark, Fan Bai:
Wi-Fi Hotspot at Signalized Intersection: Cost-Effectiveness for Vehicular Internet Access. IEEE Trans. Veh. Technol. 65(5): 3506-3518 (2016) - [c13]Ning Lu, Bin Li, R. Srikant, Lei Ying:
Optimal distributed scheduling of real-time traffic with hard deadlines. CDC 2016: 4408-4413 - 2015
- [j16]Cailian Chen, Jing Yan, Ning Lu, Yiyin Wang, Xian Yang, Xinping Guan:
Ubiquitous Monitoring for Industrial Cyber-Physical Systems Over Relay- Assisted Wireless Sensor Networks. IEEE Trans. Emerg. Top. Comput. 3(3): 352-362 (2015) - [j15]Rong Du, Cailian Chen, Bo Yang, Ning Lu, Xin-Ping Guan, Xuemin Shen:
Effective Urban Traffic Monitoring by Vehicular Sensor Networks. IEEE Trans. Veh. Technol. 64(1): 273-286 (2015) - [j14]Miao Wang, Hangguan Shan, Tom H. Luan, Ning Lu, Ran Zhang, Xuemin Shen, Fan Bai:
Asymptotic Throughput Capacity Analysis of VANETs Exploiting Mobility Diversity. IEEE Trans. Veh. Technol. 64(9): 4187-4202 (2015) - [j13]Jianchao Zheng, Yueming Cai, Ning Lu, Yuhua Xu, Xuemin Shen:
Stochastic Game-Theoretic Spectrum Access in Distributed and Dynamic Environment. IEEE Trans. Veh. Technol. 64(10): 4807-4820 (2015) - [j12]Ning Zhang, Nan Cheng, Ning Lu, Xiang Zhang, Jon W. Mark, Xuemin Shen:
Partner Selection and Incentive Mechanism for Physical Layer Security. IEEE Trans. Wirel. Commun. 14(8): 4265-4276 (2015) - [j11]Yi Zhou, Nan Cheng, Ning Lu, Xuemin Sherman Shen:
Multi-UAV-Aided Networks: Aerial-Ground Cooperative Vehicular Networking Architecture. IEEE Veh. Technol. Mag. 10(4): 36-44 (2015) - 2014
- [b1]Ning Lu, Xuemin (Sherman) Shen:
Capacity Analysis of Vehicular Communication Networks. Springer Briefs in Electrical and Computer Engineering, Springer 2014, ISBN 978-1-4614-8396-0, pp. i-ix, 1-82 - [j10]Ning Lu, Xuemin (Sherman) Shen:
Scaling Laws for Throughput Capacity and Delay in Wireless Networks - A Survey. IEEE Commun. Surv. Tutorials 16(2): 642-657 (2014) - [j9]Ning Lu, Nan Cheng, Ning Zhang, Xuemin Shen, Jon W. Mark:
Connected Vehicles: Solutions and Challenges. IEEE Internet Things J. 1(4): 289-299 (2014) - [j8]Ning Zhang, Nan Cheng, Ning Lu, Haibo Zhou, Jon W. Mark, Xuemin (Sherman) Shen:
Risk-Aware Cooperative Spectrum Access for Multi-Channel Cognitive Radio Networks. IEEE J. Sel. Areas Commun. 32(3): 516-527 (2014) - [j7]Ning Lu, Tom H. Luan, Miao Wang, Xuemin Shen, Fan Bai:
Bounds of Asymptotic Performance Limits of Social-Proximity Vehicular Networks. IEEE/ACM Trans. Netw. 22(3): 812-825 (2014) - [j6]Nan Cheng, Ning Zhang, Ning Lu, Xuemin Shen, Jon W. Mark, Fuqiang Liu:
Opportunistic Spectrum Access for CR-VANETs: A Game-Theoretic Approach. IEEE Trans. Veh. Technol. 63(1): 237-251 (2014) - [j5]Nan Cheng, Ning Lu, Ning Zhang, Xuemin (Sherman) Shen, Jon W. Mark:
Vehicular WiFi offloading: Challenges and solutions. Veh. Commun. 1(1): 13-21 (2014) - [c12]Nan Cheng, Ning Lu, Ning Zhang, Xuemin Sherman Shen, Jon W. Mark:
Opportunistic WiFi offloading in vehicular environment: A queueing analysis. GLOBECOM 2014: 211-216 - [c11]Ning Zhang, Nan Cheng, Xiang Zhang, Ning Lu, Jon W. Mark, Xuemin (Sherman) Shen:
A cooperative scheme for secure communications with partner selection and incentive mechanism. WCSP 2014: 1-6 - 2013
- [j4]Ning Zhang, Ning Lu, Nan Cheng, Jon W. Mark, Xuemin (Sherman) Shen:
Cooperative Spectrum Access Towards Secure Information Transfer for CRNs. IEEE J. Sel. Areas Commun. 31(11): 2453-2464 (2013) - [j3]Sandra Céspedes Umaña, Ning Lu, Xuemin Shen:
VIP-WAVE: On the Feasibility of IP Communications in 802.11p Vehicular Networks. IEEE Trans. Intell. Transp. Syst. 14(1): 82-97 (2013) - [j2]Ning Lu, Ning Zhang, Nan Cheng, Xuemin Shen, Jon W. Mark, Fan Bai:
Vehicles Meet Infrastructure: Toward Capacity-Cost Tradeoffs for Vehicular Access Networks. IEEE Trans. Intell. Transp. Syst. 14(3): 1266-1277 (2013) - [c10]Ning Zhang, Nan Cheng, Ning Lu, Haibo Zhou, Jon W. Mark, Xuemin Shen:
Cooperative cognitive radio networking for opportunistic channel access. GLOBECOM 2013: 1050-1055 - [c9]Zhi Liu, Yu Mao, Ning Lu, Yusheng Ji, Xuemin (Sherman) Shen:
Resource allocation for WWAN video multicast with cooperative local repair. ICC 2013: 6065-6070 - [c8]Nan Cheng, Ning Lu, Ning Zhang, Xuemin (Sherman) Shen, Jon W. Mark:
Vehicle-assisted data delivery for smart grid: An optimal stopping approach. ICC 2013: 6184-6188 - [c7]Ning Zhang, Ning Lu, Nan Cheng, Jon W. Mark, Xuemin Shen:
Cooperative networking towards secure communications for CRNs. WCNC 2013: 1691-1696 - [c6]Ning Lu, Nan Cheng, Ning Zhang, Xuemin Shen, Jon W. Mark:
VeMail: A message handling system towards efficient transportation management. WCNC 2013: 4642-4646 - 2012
- [c5]Ning Zhang, Ning Lu, Rongxing Lu, Jon W. Mark, Xuemin (Sherman) Shen:
Energy-efficient and trust-aware cooperation in cognitive radio networks. ICC 2012: 1763-1767 - [c4]Miao Wang, Hangguan Shan, Lin X. Cai, Ning Lu, Xuemin (Sherman) Shen, Fan Bai:
Throughput capacity of VANETs by exploiting mobility diversity. ICC 2012: 4980-4984 - [c3]Ning Lu, Tom H. Luan, Miao Wang, Xuemin Shen, Fan Bai:
Capacity and delay analysis for social-proximity urban vehicular networks. INFOCOM 2012: 1476-1484 - 2011
- [j1]Kai Liu, Jinhua Guo, Ning Lu, Fuqiang Liu, Xinhong Wang, Ping Wang:
RAMC: A RSU-Assisted Multi-Channel Coordination MAC Protocol for VANET. IEICE Trans. Commun. 94-B(1): 203-214 (2011) - [c2]Nan Cheng, Ning Lu, Ping Wang, Xinhong Wang, Fuqiang Liu:
A QoS-provision multi-channel MAC in RSU-assisted vehicular networks (poster). VNC 2011: 193-197 - 2010
- [c1]Ning Lu, Yusheng Ji, Fuqiang Liu, Xinhong Wang:
A Dedicated Multi-Channel MAC Protocol Design for VANET with Adaptive Broadcasting. WCNC 2010: 1-6
Coauthor Index
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