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ORCIDIEEE Transactions on Signal Processing, Volume 67
Volume 67, Number 1, January 2019
- Kailiang Xu
, Guillaume Marrelec, Simon Bernard, Quentin Grimal:
Lorentzian-Model-Based Bayesian Analysis for Automated Estimation of Attenuated Resonance Spectrum. 4-16 - Mostafa Tavassolipour, Seyed Abolfazl Motahari, Mohammad Taghi Manzuri Shalmani:
Learning of Tree-Structured Gaussian Graphical Models on Distributed Data Under Communication Constraints. 17-28 - Navid Ghadermarzy, Yaniv Plan, Özgür Yilmaz:
Learning Tensors From Partial Binary Measurements. 29-40 - Michael Sandbichler, Karin Schnass:
Online and Stable Learning of Analysis Operators. 41-53 - Shaogang Wang, Vishal M. Patel, Athina P. Petropulu:
Multidimensional Sparse Fourier Transform Based on the Fourier Projection-Slice Theorem. 54-69 - Mostafa Medra, Yongwei Huang, Timothy N. Davidson:
Offset-Based Beamforming: A New Approach to Robust Downlink Transmission. 70-82 - Ramachandran S. Raghavan:
False Alarm Analysis of the AMF Algorithm for Mismatched Training. 83-96 - Ron Levie, Federico Monti, Xavier Bresson, Michael M. Bronstein:
CayleyNets: Graph Convolutional Neural Networks With Complex Rational Spectral Filters. 97-109 - Roberto F. Leonarduzzi, Patrice Abry, Herwig Wendt, Stéphane Jaffard, Hugo Touchette:
A Generalized Multifractal Formalism for the Estimation of Nonconcave Multifractal Spectra. 110-119 - Yingbo Hua:
Advanced Properties of Full-Duplex Radio for Securing Wireless Network. 120-135 - Iman Taghavi, Mohamad Farzan Sabahi, Farzad Parvaresh:
High Resolution Compressed Sensing Radar Using Difference Set Codes. 136-148 - Markus Eriksson, Tomas Olofsson:
Computationally Efficient Off-Line Joint Change Point Detection in Multiple Time Series. 149-163 - Stefano Fortunati, Fulvio Gini, Maria Sabrina Greco, Abdelhak M. Zoubir, Muralidhar Rangaswamy:
Semiparametric Inference and Lower Bounds for Real Elliptically Symmetric Distributions. 164-177 - Shanxiang Lyu, Cong Ling:
Hybrid Vector Perturbation Precoding: The Blessing of Approximate Message Passing. 178-193 - Ziyang Guo, Dawei Shi, Daniel E. Quevedo, Ling Shi:
Secure State Estimation Against Integrity Attacks: A Gaussian Mixture Model Approach. 194-207 - Peng Chen, Zhenxin Cao, Zhimin Chen, Xianbin Wang:
Off-Grid DOA Estimation Using Sparse Bayesian Learning in MIMO Radar With Unknown Mutual Coupling. 208-220 - Xin Wang, Jianping He, Peng Cheng, Jiming Chen:
Privacy Preserving Collaborative Computing: Heterogeneous Privacy Guarantee and Efficient Incentive Mechanism. 221-233 - Benjamin Friedlander:
Polarization Sensitivity of Antenna Arrays. 234-244 - Chongwen Huang, Lei Liu, Chau Yuen, Sumei Sun:
Iterative Channel Estimation Using LSE and Sparse Message Passing for MmWave MIMO Systems. 245-259 - Suqi Li, Giorgio Battistelli, Luigi Chisci, Wei Yi, Bailu Wang, Lingjiang Kong:
Computationally Efficient Multi-Agent Multi-Object Tracking With Labeled Random Finite Sets. 260-275
Volume 67, Number 2, January 2019
- Mengjiao Tang, Yao Rong, Jie Zhou, X. Rong Li:
Information Geometric Approach to Multisensor Estimation Fusion. 279-292 - Keith Smith, Loukianos Spyrou, Javier Escudero:
Graph-Variate Signal Analysis. 293-305 - Charilaos I. Kanatsoulis, Xiao Fu, Nicholas D. Sidiropoulos, Mingyi Hong:
Structured SUMCOR Multiview Canonical Correlation Analysis for Large-Scale Data. 306-319 - Yimao Sun, K. C. Ho, Qun Wan:
Solution and Analysis of TDOA Localization of a Near or Distant Source in Closed Form. 320-335 - Flávio Eler de Melo, Simon Maskell:
A CPHD Approximation Based on a Discrete-Gamma Cardinality Model. 336-350 - Kun Yuan, Bicheng Ying, Jiageng Liu, Ali H. Sayed:
Variance-Reduced Stochastic Learning by Networked Agents Under Random Reshuffling. 351-366 - Srikanth Venkata Tenneti, Palghat P. Vaidyanathan:
iMUSIC: A Family of MUSIC-Like Algorithms for Integer Period Estimation. 367-382 - Sreejith Kallummil, Sheetal Kalyani:
Noise Statistics Oblivious GARD For Robust Regression With Sparse Outliers. 383-398 - Yongchao Wang, Yanjiao Wang, Qingjiang Shi:
Optimized Signal Distortion for PAPR Reduction of OFDM Signals With IFFT/FFT Complexity Via ADMM Approaches. 399-414 - Weiliang Zuo, Jingmin Xin, Wenyi Liu, Nanning Zheng, Hiromitsu Ohmori, Akira Sano:
Localization of Near-Field Sources Based on Linear Prediction and Oblique Projection Operator. 415-430 - Yicheng Chen, Rick S. Blum:
On the Impact of Unknown Signals on Delay, Doppler, Amplitude, and Phase Parameter Estimation. 431-443 - Mihai I. Florea, Sergiy A. Vorobyov:
An Accelerated Composite Gradient Method for Large-Scale Composite Objective Problems. 444-459 - Payal Gupta, Monika Agrawal:
Design And Analysis of the Sparse Array for DoA Estimation of Noncircular Signals. 460-473 - Bicheng Ying, Kun Yuan, Stefan Vlaski, Ali H. Sayed:
Stochastic Learning Under Random Reshuffling With Constant Step-Sizes. 474-489 - Paris V. Giampouras, Athanasios A. Rontogiannis, Konstantinos D. Koutroumbas:
Alternating Iteratively Reweighted Least Squares Minimization for Low-Rank Matrix Factorization. 490-503 - Luke Pfister, Yoram Bresler:
Learning Filter Bank Sparsifying Transforms. 504-519 - Ammar Mian, Guillaume Ginolhac, Jean Philippe Ovarlez, Abdourrahmane Mahamane Atto:
New Robust Statistics for Change Detection in Time Series of Multivariate SAR Images. 520-534 - Jing Liu, Bhaskar D. Rao:
Robust PCA via ℓ0-ℓ1 Regularization. 535-549
Volume 67, Number 3, February 2019
- Tomasz Piotrowski, Jan Nikadon, David Gutiérrez:
MV-PURE Spatial Filters With Application to EEG/MEG Source Reconstruction. 553-567 - Moshe Hamaoui:
Non-Iterative MDS Method for Collaborative Network Localization With Sparse Range and Pointing Measurements. 568-578 - Ehsan Tohidi, Mario Coutino, Sundeep Prabhakar Chepuri, Hamid Behroozi, Mohammad Mahdi Nayebi, Geert Leus:
Sparse Antenna and Pulse Placement for Colocated MIMO Radar. 579-593 - Peyman Siyari, Marwan Krunz, Diep N. Nguyen:
Distributed Power Control in Single-Stream MIMO Wiretap Interference Networks With Full-Duplex Jamming Receivers. 594-608 - Tze Siong Lau, Wee Peng Tay, Venugopal V. Veeravalli:
A Binning Approach to Quickest Change Detection With Unknown Postchange Distribution. 609-621 - Jisheng Dai, An Liu, Vincent K. N. Lau:
Joint Channel Estimation and User Grouping for Massive MIMO Systems. 622-637 - Javad Heydari, Ali Tajer:
Quickest Search and Learning Over Correlated Sequences: Theory and Application. 638-651 - Xuejing Zhang, Zishu He, Xiang-Gen Xia, Bin Liao, Xuepan Zhang, Yue Yang:
OPARC: Optimal and Precise Array Response Control Algorithm - Part I: Fundamentals. 652-667 - Xuejing Zhang, Zishu He, Xiang-Gen Xia, Bin Liao, Xuepan Zhang, Yue Yang:
OPARC: Optimal and Precise Array Response Control Algorithm - Part II: Multi-Points and Applications. 668-683 - Dana Lahat, Christian Jutten:
Joint Independent Subspace Analysis: Uniqueness and Identifiability. 684-699 - Luke Pfister, Yoram Bresler:
Bounding Multivariate Trigonometric Polynomials. 700-707 - Kun Yuan, Bicheng Ying, Xiaochuan Zhao, Ali H. Sayed:
Exact Diffusion for Distributed Optimization and Learning - Part I: Algorithm Development. 708-723 - Kun Yuan, Bicheng Ying, Xiaochuan Zhao, Ali H. Sayed:
Exact Diffusion for Distributed Optimization and Learning - Part II: Convergence Analysis. 724-739 - Jia Chen, Gang Wang, Georgios B. Giannakis:
Nonlinear Dimensionality Reduction for Discriminative Analytics of Multiple Datasets. 740-752 - Eyal Nitzan, Tirza Routtenberg, Joseph Tabrikian:
Cramér-Rao Bound for Constrained Parameter Estimation Using Lehmann-Unbiasedness. 753-768 - Maciej Niedzwiecki, Marcin Ciolek:
On Noncausal Identification of Nonstationary Multivariate Autoregressive Processes. 769-782 - Yunlong Wang, Ying Wu, Yuan Shen:
Joint Spatiotemporal Multipath Mitigation in Large-Scale Array Localization. 783-797 - Mohammad Towliat, Seyyed Mohammad Javad Asgari Tabatabaee, Morteza Rajabzadeh:
A Simple ML Detection for Coded Generalized Frequency Division Multiplexing in MIMO Channels. 798-807 - George Tzagkarakis, John P. Nolan, Panagiotis Tsakalides:
Compressive Sensing Using Symmetric Alpha-Stable Distributions for Robust Sparse Signal Reconstruction. 808-820 - Bo Tang, Jian Li:
Spectrally Constrained MIMO Radar Waveform Design Based on Mutual Information. 821-834
Volume 67, Number 4, February 2019
- Sreejith Kallummil, Sheetal Kalyani:
Residual Ratio Thresholding for Linear Model Order Selection. 838-853 - Misagh Khayambashi, Arnold Lee Swindlehurst:
Estimation of Sparse Directional Connectivity With Expectation Maximization. 854-869 - Jitendra K. Tugnait:
On Multisensor Detection of Improper Signals. 870-884 - Jeremy Young, Anders Høst-Madsen, Eva-Marie Nosal:
Deinterleaving of Mixtures of Renewal Processes. 885-898 - Peng Sun, Zhongyong Wang, Robert W. Heath Jr., Philip Schniter:
Joint Channel-Estimation/Decoding With Frequency-Selective Channels and Few-Bit ADCs. 899-914 - Jing Han, Lingling Zhang, QunFei Zhang, Geert Leus:
Low-Complexity Equalization of Orthogonal Signal-Division Multiplexing in Doubly-Selective Channels. 915-929 - Qiao Su, Yue Rong:
Two-Hop AF MIMO Relay System Optimization With Own Information From the Relay Node. 930-945 - Rasoul Shafipour, Ali Khodabakhsh, Gonzalo Mateos, Evdokia Nikolova:
A Directed Graph Fourier Transform With Spread Frequency Components. 946-960 - Dae Gwan Lee, Götz E. Pfander, Volker Pohl:
Sampling and Reconstruction of Multiple-Input Multiple-Output Channels. 961-976 - Bicheng Ying, Kun Yuan, Ali H. Sayed:
Supervised Learning Under Distributed Features. 977-992 - Kaan Gökcesu, Mohammadreza Mohaghegh Neyshabouri, Hakan Gökcesu, Suleyman Serdar Kozat:
Sequential Outlier Detection Based on Incremental Decision Trees. 993-1005 - Ali Maatouk, Salah Eddine Hajri, Mohamad Assaad, Hikmet Sari:
On Optimal Scheduling for Joint Spatial Division and Multiplexing Approach in FDD Massive MIMO. 1006-1021 - Jun Liu, Weijian Liu, Bo Tang, Jibin Zheng, Shu-Wen Xu:
Distributed Target Detection Exploiting Persymmetry in Gaussian Clutter. 1022-1033 - Fernando Gama, Antonio G. Marques, Geert Leus, Alejandro Ribeiro:
Convolutional Neural Network Architectures for Signals Supported on Graphs. 1034-1049 - Zbynek Koldovský, Petr Tichavský:
Gradient Algorithms for Complex Non-Gaussian Independent Component/Vector Extraction, Question of Convergence. 1050-1064 - Zhenyu Liao, Romain Couillet:
A Large Dimensional Analysis of Least Squares Support Vector Machines. 1065-1074 - Jisheng Dai, An Liu, Hing-Cheung So:
Non-Uniform Burst-Sparsity Learning for Massive MIMO Channel Estimation. 1075-1087 - Alexander Shapiro, Yao Xie, Rui Zhang:
Matrix Completion With Deterministic Pattern: A Geometric Perspective. 1088-1103 - Nitin Jonathan Myers, Amine Mezghani, Robert W. Heath Jr.:
Swift-Link: A Compressive Beam Alignment Algorithm for Practical mmWave Radios. 1104-1119
Volume 67, Number 5, March 2019
- Mark Eisen, Konstantinos Gatsis, George J. Pappas, Alejandro Ribeiro:
Learning in Wireless Control Systems Over Nonstationary Channels. 1123-1137 - Kaining Han, Junchao Wang, Warren J. Gross, Jianhao Hu:
Stochastic Bit-Wise Iterative Decoding of Polar Codes. 1138-1151 - Irene Santos, Juan José Murillo-Fuentes, Petar M. Djuric:
Recursive Estimation of Dynamic RSS Fields Based on Crowdsourcing and Gaussian Processes. 1152-1162 - Dong Xue, Sandra Hirche:
Distributed Topology Manipulation to Control Epidemic Spreading Over Networks. 1163-1174 - Anh-Huy Phan, Petr Tichavský, Andrzej Cichocki:
Error Preserving Correction: A Method for CP Decomposition at a Target Error Bound. 1175-1190 - Baki Berkay Yilmaz, Alper T. Erdogan:
Compressed Training Based Massive MIMO. 1191-1206 - Sumanta Basu, Xianqi Li, George Michailidis:
Low Rank and Structured Modeling of High-Dimensional Vector Autoregressions. 1207-1222 - San Gultekin, John W. Paisley:
Online Forecasting Matrix Factorization. 1223-1236 - Marjan Maleki, Kamal Mohamed-Pour, Mojtaba Soltanalian:
Receive Spatial Modulation in Correlated Massive MIMO With Partial CSI. 1237-1250 - Suraj Srivastava, Amrita Mishra, Anupama Rajoriya, Aditya K. Jagannatham, Gerd Ascheid:
Quasi-Static and Time-Selective Channel Estimation for Block-Sparse Millimeter Wave Hybrid MIMO Systems: Sparse Bayesian Learning (SBL) Based Approaches. 1251-1266 - Lucien Bacharach, Mohammed Nabil El Korso, Alexandre Renaux, Jean-Yves Tourneret:
A Hybrid Lower Bound for Parameter Estimation of Signals With Multiple Change-Points. 1267-1279 - Lorenzo Galleani:
Time-Frequency Analysis of the Impulse Response. 1280-1295 - Radienxe Bautista, John R. Buck:
Detecting Gaussian Signals Using Coprime Sensor Arrays in Spatially Correlated Gaussian Noise. 1296-1306 - Dimitris Berberidis, Athanasios N. Nikolakopoulos, Georgios B. Giannakis:
Adaptive Diffusions for Scalable Learning Over Graphs. 1307-1321 - Shuai Huang, Trac D. Tran:
Sparse Signal Recovery via Generalized Entropy Functions Minimization. 1322-1337 - Rishabh Dixit, Amrit Singh Bedi, Ruchi Tripathi, Ketan Rajawat:
Online Learning With Inexact Proximal Online Gradient Descent Algorithms. 1338-1352 - Yu Xiang, Jie Ding, Vahid Tarokh:
Estimation of the Evolutionary Spectra With Application to Stationarity Test. 1353-1365 - Boaz Schwartz, Sharon Gannot, Emanuël A. P. Habets, Yair Noam:
Recursive Maximum Likelihood Algorithm for Dependent Observations. 1366-1381 - Jun Liu, Danilo Orlando, Pia Addabbo, Weijian Liu:
SINR Distribution for the Persymmetric SMI Beamformer With Steering Vector Mismatches. 1382-1392
Volume 67, Number 6, March 2019
- Augusto Aubry, Vincenzo Carotenuto, Antonio De Maio, Mark A. Govoni:
Multi-Snapshot Spectrum Sensing for Cognitive Radar via Block-Sparsity Exploitation. 1396-1406 - Marc Castella, Jean-Christophe Pesquet, Arthur Marmin:
Rational Optimization for Nonlinear Reconstruction With Approximate ℓ0 Penalization. 1407-1417 - Huizhen Li, Hong Li, Liming Zhang:
Quaternion-Based Multiscale Analysis for Feature Extraction of Hyperspectral Images. 1418-1430 - Markus Kukuk, Nicolai Spicher:
Parameter Estimation Based on Scale-Dependent Algebraic Expressions and Scale-Space Fitting. 1431-1446 - Akie Sakiyama, Kana Watanabe, Yuichi Tanaka, Antonio Ortega:
Two-Channel Critically Sampled Graph Filter Banks With Spectral Domain Sampling. 1447-1460 - Elizabeth Hou, Yasin Yilmaz, Alfred O. Hero III:
Anomaly Detection in Partially Observed Traffic Networks. 1461-1476 - Chao-Lin Chen, Jun-Ting Liu, Yi-Chun Hsiao, Chien-Ming Chen, Ho-Chun Tsao, Che Lin:
Robust Beamforming Design for MISO Bursty Interference Channels Under Traffic Uncertainties. 1477-1492 - Mianzhi Wang, Zhen Zhang, Arye Nehorai:
Further Results on the Cramér-Rao Bound for Sparse Linear Arrays. 1493-1507 - Ayush Bhandari, Yonina C. Eldar:
Sampling and Super Resolution of Sparse Signals Beyond the Fourier Domain. 1508-1521 - Giorgio Matteo Vitetta, Emilio Sirignano, Pasquale Di Viesti, Francesco Montorsi, Matteo Sola:
Marginalized Particle Filtering and Related Filtering Techniques as Message Passing. 1522-1536 - Manli Yu, Songfu Cai, Vincent K. N. Lau:
Event-Driven Sensor Scheduling for Mission-Critical Control Applications. 1537-1549 - Erdal Panayirci, Mhd Tahssin Altabbaa, Murat Uysal, H. Vincent Poor:
Sparse Channel Estimation for OFDM-Based Underwater Acoustic Systems in Rician Fading With a New OMP-MAP Algorithm. 1550-1565 - Yi Yu, Haiquan Zhao, Rodrigo C. de Lamare, Yuriy V. Zakharov, Lu Lu:
Robust Distributed Diffusion Recursive Least Squares Algorithms With Side Information for Adaptive Networks. 1566-1581 - Rajendra Nagar, Shanmuganathan Raman:
Detecting Approximate Reflection Symmetry in a Point Set Using Optimization on Manifold. 1582-1595 - Timothy Anglea, Yongqiang Wang:
Pulse-Coupled Synchronization With Guaranteed Clock Continuity. 1596-1609 - Jun Liu, Jian Li:
Mismatched Signal Rejection Performance of the Persymmetric GLRT Detector. 1610-1619 - Bingpeng Zhou, An Liu, Vincent K. N. Lau:
Successive Localization and Beamforming in 5G mmWave MIMO Communication Systems. 1620-1635 - Wei-Cheng Sun, Yan-Tong Chen, Chia-Hsiang Yang, Yeong-Luh Ueng:
Iterative Inter-Cell Interference Cancellation Receiver for LDPC-Coded MIMO Systems. 1636-1647 - Maxime Vono, Nicolas Dobigeon, Pierre Chainais:
Split-and-Augmented Gibbs Sampler - Application to Large-Scale Inference Problems. 1648-1661 - Deepak Mishra, Erik G. Larsson:
Optimal Channel Estimation for Reciprocity-Based Backscattering With a Full-Duplex MIMO Reader. 1662-1677
Volume 67, Number 7, April 2019
- Ziping Zhao, Rui Zhou, Daniel P. Palomar:
Optimal Mean-Reverting Portfolio With Leverage Constraint for Statistical Arbitrage in Finance. 1681-1695 - Xianwei Zheng, Yuan Yan Tang, Jiantao Zhou:
A Framework of Adaptive Multiscale Wavelet Decomposition for Signals on Undirected Graphs. 1696-1711 - Stefania Sardellitti, Sergio Barbarossa, Paolo Di Lorenzo:
Graph Topology Inference Based on Sparsifying Transform Learning. 1712-1727 - Zhi Zheng, Wen-Qin Wang, Yangyang Kong, Yimin D. Zhang:
MISC Array: A New Sparse Array Design Achieving Increased Degrees of Freedom and Reduced Mutual Coupling Effect. 1728-1741 - Amrit Singh Bedi, Alec Koppel, Ketan Rajawat:
Asynchronous Saddle Point Algorithm for Stochastic Optimization in Heterogeneous Networks. 1742-1757 - Lei Liu, Yuhao Chi, Chau Yuen, Yong Liang Guan, Ying Li:
Capacity-Achieving MIMO-NOMA: Iterative LMMSE Detection. 1758-1773 - Layla Majzoobi, Farshad Lahouti, Vahid Shah-Mansouri:
Analysis of Distributed ADMM Algorithm for Consensus Optimization in Presence of Node Error. 1774-1784 - Feiran Yang, Gerald Enzner, Jun Yang:
A Unified Approach to the Statistical Convergence Analysis of Frequency-Domain Adaptive Filters. 1785-1796 - Or Yair, Mirela Ben-Chen, Ronen Talmon:
Parallel Transport on the Cone Manifold of SPD Matrices for Domain Adaptation. 1797-1811 - Sangjin Lee, James R. McBride:
Extended Object Tracking via Positive and Negative Information Fusion. 1812-1823 - Xiaoping Li, Ting-Zhu Huang, Qunying Liao, Xiang-Gen Xia:
Optimal Estimates of Two Common Remainders for a Robust Generalized Chinese Remainder Theorem. 1824-1837 - Abd-Krim Seghouane, Davide Ferrari:
Robust Hemodynamic Response Function Estimation From fNIRS Signals. 1838-1848 - Morteza Ashraphijuo, Xiaodong Wang, Junwei Zhang:
Low-Rank Data Completion With Very Low Sampling Rate Using Newton's Method. 1849-1859 - Sajjad Amini, Shahrokh Ghaemmaghami:
A New Framework to Train Autoencoders Through Non-Smooth Regularization. 1860-1874 - Anna Ma, You Joe Zhou, Cynthia Rush, Dror Baron, Deanna Needell:
An Approximate Message Passing Framework for Side Information. 1875-1888 - Yael Yankelevsky, Michael Elad:
Finding GEMS: Multi-Scale Dictionaries For High-Dimensional Graph Signals. 1889-1901 - Xiaolong Li, Zhi Sun, Tat Soon Yeo, Tianxian Zhang, Wei Yi, Guolong Cui, Lingjiang Kong:
STGRFT for Detection of Maneuvering Weak Target With Multiple Motion Models. 1902-1917 - Sanat K. Biswas, Andrew G. Dempster:
Approximating Sample State Vectors Using the ESPT for Computationally Efficient Particle Filtering. 1918-1928 - Lu Wang, Zhengwu Zhang, David B. Dunson:
Symmetric Bilinear Regression for Signal Subgraph Estimation. 1929-1940 - Yang Cai, Yuan Shen:
An Integrated Localization and Control Framework for Multi-Agent Formation. 1941-1956 - Gang Wang, Rui Xue:
Comments on "The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes". 1957-1958 - Danilo P. Mandic, Clive Cheong Took:
Reply to "Comments on 'The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes'". 1959 - Sumanta Basu, Xianqi Li, George Michailidis:
Corrections to "Low Rank and Structured Modeling of High-Dimensional Vector Autoregressions". 1960
Volume 67, Number 8, April 2019
- Donghoon Lee, Dimitris Berberidis, Georgios B. Giannakis:
Adaptive Bayesian Radio Tomography. 1964-1977 - Andrey Bernstein, Emiliano Dall'Anese, Andrea Simonetto:
Online Primal-Dual Methods With Measurement Feedback for Time-Varying Convex Optimization. 1978-1991 - Geethu Joseph, Chandra Ramabhadra Murthy:
Measurement Bounds for Observability of Linear Dynamical Systems Under Sparsity Constraints. 1992-2006 - Lixiang Lian, An Liu, Vincent K. N. Lau:
Exploiting Dynamic Sparsity for Downlink FDD-Massive MIMO Channel Tracking. 2007-2021 - Stefano Maranò, Peter K. Willett:
Algorithms and Fundamental Limits for Unlabeled Detection Using Types. 2022-2035 - Sivan Grotas, Yair Yakoby, Idan Gera, Tirza Routtenberg:
Power Systems Topology and State Estimation by Graph Blind Source Separation. 2036-2051 - Ahsan Raza, Wei Liu, Qing Shen:
Thinned Coprime Array for Second-Order Difference Co-Array Generation With Reduced Mutual Coupling. 2052-2065 - Shan Zhang, Lakshmi Narasimhan Theagarajan, Sora Choi, Pramod K. Varshney:
Fusion of Correlated Decisions Using Regular Vine Copulas. 2066-2079 - Antônio Simoes, João Xavier:
FADE: Fast and Asymptotically Efficient Distributed Estimator for Dynamic Networks. 2080-2092 - Tiexing Wang, Qunwei Li, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney:
K-Medoids Clustering of Data Sequences With Composite Distributions. 2093-2106 - Xin Zhou, Steven Kay:
A Robust Spectral Estimator With Application to a Noise-Corrupted Process. 2107-2114 - Yuheng Bu, Shaofeng Zou, Venugopal V. Veeravalli:
Linear-Complexity Exponentially-Consistent Tests for Universal Outlying Sequence Detection. 2115-2128 - Yu-Tao Liu, Yong-An Zhang, Ming Zeng:
Adaptive Global Time Sequence Averaging Method Using Dynamic Time Warping. 2129-2142 - Yinghao Ge, Weile Zhang, Feifei Gao, Geoffrey Ye Li:
Frequency Synchronization for Uplink Massive MIMO With Adaptive MUI Suppression in Angle Domain. 2143-2158 - Junyan Liu, Sandeep Kumar, Daniel P. Palomar:
Parameter Estimation of Heavy-Tailed AR Model With Missing Data Via Stochastic EM. 2159-2172 - Jiaying Ren, Tianyi Zhang, Jian Li, Petre Stoica:
Sinusoidal Parameter Estimation From Signed Measurements Via Majorization-Minimization Based RELAX. 2173-2186 - Wei Cui, Xu Zhang, Yulong Liu:
Covariance Matrix Estimation From Linearly-Correlated Gaussian Samples. 2187-2195 - Huan Zhang, Yulong Liu, Hong Lei:
Localization From Incomplete Euclidean Distance Matrix: Performance Analysis for the SVD-MDS Approach. 2196-2209 - Xueqian Wang, Gang Li, Pramod K. Varshney:
Detection of Sparse Stochastic Signals With Quantized Measurements in Sensor Networks. 2210-2220 - Josef Zuk, Stephen Bocquet, Luke Rosenberg:
New Saddle-Point Technique for Non-Coherent Radar Detection With Application to Correlated Targets in Uncorrelated Clutter Speckle. 2221-2233
Volume 67, Number 9, May 2019
- Aykut Koç, Burak Bartan, Haldun M. Özaktas:
Discrete Linear Canonical Transform Based on Hyperdifferential Operators. 2237-2248 - Chaoyang Jiang, Zhenghua Chen, Rong Su, Yeng Chai Soh:
Group Greedy Method for Sensor Placement. 2249-2262 - Vassilis N. Ioannidis, Yanning Shen, Georgios B. Giannakis:
Semi-Blind Inference of Topologies and Dynamical Processes Over Dynamic Graphs. 2263-2274 - Rafael Verdú Monedero, José Luis Gómez-Tornero:
On the Use of the $Z$ Transform of LTI Systems for the Synthesis of Steered Beams and Nulls in the Radiation Pattern of Leaky-Wave Antenna Arrays. 2275-2290 - David K. W. Ho, Bhaskar D. Rao:
Antithetic Dithered 1-Bit Massive MIMO Architecture: Efficient Channel Estimation via Parameter Expansion and PML. 2291-2303 - AlaaEddin Loulou, Juha Yli-Kaakinen, Markku Renfors:
Advanced Low-Complexity Multicarrier Schemes Using Fast-Convolution Processing and Circular Convolution Decomposition. 2304-2319 - Mario Coutino, Elvin Isufi, Geert Leus:
Advances in Distributed Graph Filtering. 2320-2333 - Yujie Gu, Yimin D. Zhang:
Information-Theoretic Pilot Design for Downlink Channel Estimation in FDD Massive MIMO Systems. 2334-2346 - Wangyu Luo, Wael Alghamdi, Yue M. Lu:
Optimal Spectral Initialization for Signal Recovery With Applications to Phase Retrieval. 2347-2356 - Gang Wang, Georgios B. Giannakis, Jie Chen:
Learning ReLU Networks on Linearly Separable Data: Algorithm, Optimality, and Generalization. 2357-2370 - Junting Chen, Urbashi Mitra:
Unimodality-Constrained Matrix Factorization for Non-Parametric Source Localization. 2371-2386 - Saurabh Khanna, Chandra Ramabhadra Murthy:
Corrections to "On the Restricted Isometry of the Columnwise Khatri-Rao Product". 2387-2388 - Zehra Yigit, Ertugrul Basar:
Space-Time Media-Based Modulation. 2389-2398 - Qing Li:
Joint Decoder Design for SSDs. 2399-2409 - Jinseok Choi, Gilwon Lee, Brian L. Evans:
Two-Stage Analog Combining in Hybrid Beamforming Systems With Low-Resolution ADCs. 2410-2425 - Weijun Tang, Suili Feng:
User Selection and Power Minimization in Full-Duplex Cloud Radio Access Networks. 2426-2438 - Vishnu Menon, Sheetal Kalyani:
Structured and Unstructured Outlier Identification for Robust PCA: A Fast Parameter Free Algorithm. 2439-2452 - Linxia Zhang, Dunbiao Niu, Enbin Song, Jie Zhou, Qingjiang Shi, Yunmin Zhu:
Joint Optimization of Dimension Assignment and Compression in Distributed Estimation Fusion. 2453-2468 - Yanning Shen, Geert Leus, Georgios B. Giannakis:
Online Graph-Adaptive Learning With Scalability and Privacy. 2471-2483 - An Liu, Xihan Chen, Wei Yu, Vincent K. N. Lau, Min-Jian Zhao:
Two-Timescale Hybrid Compression and Forward for Massive MIMO Aided C-RAN. 2484-2498 - Yunpeng Li, Soumyasundar Pal, Mark J. Coates:
Invertible Particle-Flow-Based Sequential MCMC With Extension to Gaussian Mixture Noise Models. 2499-2512
Volume 67, Number 10, May 2019
- Pablo Martínez-Nuevo, Hsin-Yu Lai, Alan V. Oppenheim:
Delta-Ramp Encoder for Amplitude Sampling and Its Interpretation as Time Encoding. 2516-2527 - Alec Koppel, Kaiqing Zhang, Hao Zhu, Tamer Basar:
Projected Stochastic Primal-Dual Method for Constrained Online Learning With Kernels. 2528-2542 - Zai Yang, Petre Stoica, Jinhui Tang:
Source Resolvability of Spatial-Smoothing-Based Subspace Methods: A Hadamard Product Perspective. 2543-2553 - Neev Samuel, Tzvi Diskin, Ami Wiesel:
Learning to Detect. 2554-2564 - Yaohua Liu, Wei Xu, Gang Wu, Zhi Tian, Qing Ling:
Communication-Censored ADMM for Decentralized Consensus Optimization. 2565-2579 - Shuai Zhang, Meng Wang:
Correction of Corrupted Columns Through Fast Robust Hankel Matrix Completion. 2580-2594 - Lei Yin, Ankit Parekh, Ivan W. Selesnick:
Stable Principal Component Pursuit via Convex Analysis. 2595-2607 - Yair Noam, Benjamin M. Zaidel:
On the Two-User MISO Interference Channel With Single-User Decoding: Impact of Imperfect CSIT and Channel Dimension Reduction. 2608-2623 - Feng Ji, Wenchang Tang, Wee Peng Tay:
On the Properties of Gromov Matrices and Their Applications in Network Inference. 2624-2638 - Shibsankar Das, Sudhan Majhi, Srdjan Z. Budisin, Zi Long Liu:
A New Construction Framework for Polyphase Complete Complementary Codes With Various Lengths. 2639-2648 - Holger Boche, Ullrich J. Mönich, Bernd Meinerzhagen:
Non-Existence of Convolution Sum System Representations. 2649-2664 - Trung-Kien Le, K. C. Ho:
Uncovering Source Ranges From Range Differences Observed by Sensors at Unknown Positions: Fundamental Theory. 2665-2678 - Akie Sakiyama, Yuichi Tanaka, Toshihisa Tanaka, Antonio Ortega:
Eigendecomposition-Free Sampling Set Selection for Graph Signals. 2679-2692 - Xiaomeng Wang, Xin Wang:
Hole Identification and Filling in $k$-Times Extended Co-Prime Arrays for Highly Efficient DOA Estimation. 2693-2706 - Esa Ollila, Elias Raninen:
Optimal Shrinkage Covariance Matrix Estimation Under Random Sampling From Elliptical Distributions. 2707-2719 - Asahi Ushio, Masahiro Yukawa:
Projection-Based Regularized Dual Averaging for Stochastic Optimization. 2720-2733 - Junbo Zhao, Lamine Mili:
A Theoretical Framework of Robust H-Infinity Unscented Kalman Filter and Its Application to Power System Dynamic State Estimation. 2734-2746 - Renato L. G. Cavalcante, Qi Liao, Slawomir Stanczak:
Connections Between Spectral Properties of Asymptotic Mappings and Solutions to Wireless Network Problems. 2747-2760 - Fernando Gama, Alejandro Ribeiro:
Ergodicity in Stationary Graph Processes: A Weak Law of Large Numbers. 2761-2774 - Mark Eisen, Clark Zhang, Luiz F. O. Chamon, Daniel D. Lee, Alejandro Ribeiro:
Learning Optimal Resource Allocations in Wireless Systems. 2775-2790
Volume 67, Number 11, June 2019
- Oguzhan Teke, Palghat P. Vaidyanathan:
Random Node-Asynchronous Updates on Graphs. 2794-2809 - Hendrik Vogt, Gerald Enzner, Aydin Sezgin:
State-Space Adaptive Nonlinear Self-Interference Cancellation for Full-Duplex Communication. 2810-2825 - Jia Chen, Gang Wang, Georgios B. Giannakis:
Graph Multiview Canonical Correlation Analysis. 2826-2838 - Long Dinh Nguyen, Hoang Duong Tuan, Trung Quang Duong, H. Vincent Poor:
Multi-User Regularized Zero-Forcing Beamforming. 2839-2853 - Shashank Ranjan, Mathukumalli Vidyasagar:
Tight Performance Bounds for Compressed Sensing With Conventional and Group Sparsity. 2854-2867 - Konstantinos Slavakis:
The Stochastic Fejér-Monotone Hybrid Steepest Descent Method and the Hierarchical RLS. 2868-2883 - Bin Li, Yik-Chung Wu:
Convergence Analysis of Gaussian Belief Propagation Under High-Order Factorization and Asynchronous Scheduling. 2884-2897 - Conghui Li, Lu Gan, Cong Ling:
Coprime Sensing via Chinese Remaindering Over Quadratic Fields - Part I: Array Designs. 2898-2910 - Conghui Li, Lu Gan, Cong Ling:
Coprime Sensing via Chinese Remaindering Over Quadratic Fields - Part II: Generalizations and Applications. 2911-2922 - Jilt Sebastian, Mari Ganesh Kumar, Venkata Subramanian Viraraghavan, Mriganka Sur, Hema A. Murthy:
Spike Estimation From Fluorescence Signals Using High-Resolution Property of Group Delay. 2923-2936 - Kishore Jaganathan, Babak Hassibi:
Reconstruction of Signals From Their Autocorrelation and Cross-Correlation Vectors, With Applications to Phase Retrieval and Blind Channel Estimation. 2937-2946 - Yang Lu, Wei Dai, Yonina C. Eldar:
Optimal Number of Measurements in a Linear System With Quadratically Decreasing SNR. 2947-2959 - Ángel F. García-Fernández, Filip Tronarp, Simo Särkkä:
Gaussian Target Tracking With Direction-of-Arrival von Mises-Fisher Measurements. 2960-2972 - Parna Sabeti, Arman Farhang, Nicola Marchetti, Linda Doyle:
Frequency Synchronization for OFDM-Based Massive MIMO Systems. 2973-2986 - Alexandre Marcastel, Elena Veronica Belmega, Panayotis Mertikopoulos, Inbar Fijalkow:
Online Power Optimization in Feedback-Limited, Dynamic and Unpredictable IoT Networks. 2987-3000 - Zihao Zhang, Stefan Zohren, Stephen J. Roberts:
DeepLOB: Deep Convolutional Neural Networks for Limit Order Books. 3001-3012 - Guodong Qin, Moeness G. Amin, Yimin D. Zhang:
DOA Estimation Exploiting Sparse Array Motions. 3013-3027 - Vaibhav Garg, Ignacio Santamaría, David Ramírez, Louis L. Scharf:
Subspace Averaging and Order Determination for Source Enumeration. 3028-3041 - Thi Nhat Anh Nguyen, Abdesselam Bouzerdoum, Son Lam Phung:
A Scalable Hierarchical Gaussian Process Classifier. 3042-3057 - Jun Liu, Jian Li:
False Alarm Rate of the GLRT for Subspace Signals in Subspace Interference Plus Gaussian Noise. 3058-3069
Volume 67, Number 12, June 2019
- Amin Zollanvari, Edward R. Dougherty:
Optimal Bayesian Classification With Vector Autoregressive Data Dependency. 3073-3086 - Kai Yang, Yuanming Shi, Zhi Ding:
Data Shuffling in Wireless Distributed Computing via Low-Rank Optimization. 3087-3099 - Yazan Abdoush, Giacomo Pojani, Giovanni Emanuele Corazza:
Adaptive Instantaneous Frequency Estimation of Multicomponent Signals Based on Linear Time-Frequency Transforms. 3100-3112 - Daisuke Ito, Satoshi Takabe, Tadashi Wadayama:
Trainable ISTA for Sparse Signal Recovery. 3113-3125 - Xuejing Zhang, Zishu He, Bin Liao, Yue Yang, Jinfeng Zhang, Xuepan Zhang:
Flexible Array Response Control via Oblique Projection. 3126-3139 - Wenjie Li, Mohamad Assaad:
Matrix Exponential Learning Schemes With Low Informational Exchange. 3140-3153 - Nicoletta Saulig, Jonatan Lerga, Zeljka Milanovic, Cornel Ioana:
Extraction of Useful Information Content From Noisy Signals Based on Structural Affinity of Clustered TFDs' Coefficients. 3154-3167 - Pawan Bharadwaj, Laurent Demanet, Aimé Fournier:
Focused Blind Deconvolution. 3168-3180 - Hongxia Miao, Feng Zhang, Ran Tao:
Fractional Fourier Analysis Using the Möbius Inversion Formula. 3181-3196 - Shiqi Gong, Shaodan Ma, Chengwen Xing, Guanghua Yang:
Optimal Beamforming and Time Allocation for Partially Wireless Powered Sensor Networks With Downlink SWIPT. 3197-3212 - Chun-Lin Liu, Palghat P. Vaidyanathan:
Robustness of Difference Coarrays of Sparse Arrays to Sensor Failures - Part I: A Theory Motivated by Coarray MUSIC. 3213-3226 - Chun-Lin Liu, Palghat P. Vaidyanathan:
Robustness of Difference Coarrays of Sparse Arrays to Sensor Failures - Part II: Array Geometries. 3227-3242 - Shahar Stein Ioushua, Yonina C. Eldar:
A Family of Hybrid Analog-Digital Beamforming Methods for Massive MIMO Systems. 3243-3257 - Yang Li, Qian He, Rick S. Blum:
Limited-Complexity Receiver Design for Passive/Active MIMO Radar Detection. 3258-3271 - Guillermo Ortiz-Jiménez, Mario Coutino, Sundeep Prabhakar Chepuri, Geert Leus:
Sparse Sampling for Inverse Problems With Tensors. 3272-3286 - Vien V. Mai, Mikael Johansson:
Noisy Accelerated Power Method for Eigenproblems With Applications. 3287-3299 - Cédric Herzet, Clément Dorffer, Angélique Dremeau:
Gather and Conquer: Region-Based Strategies to Accelerate Safe Screening Tests. 3300-3315 - Jun Geng, Bingwen Zhang, Lauren M. Huie, Lifeng Lai:
Online Change-Point Detection of Linear Regression Models. 3316-3329 - Wen-Liang Hwang, Ping-Tzan Huang, Bo-Chen Kung, Jinn Ho, Tai-Lang Jong:
Frame-Based Sparse Analysis and Synthesis Signal Representations and Parseval K-SVD. 3330-3343
Volume 67, Number 13, July 2019
- Mohammad Alaee-Kerahroodi, Mahmoud Modarres-Hashemi, Mohammad Mahdi Naghsh:
Designing Sets of Binary Sequences for MIMO Radar Systems. 3347-3360 - Mohammadreza Soltani, Chinmay Hegde:
Fast and Provable Algorithms for Learning Two-Layer Polynomial Neural Networks. 3361-3371 - Iman Valiulahi, Sajad Daei, Farzan Haddadi, Farzad Parvaresh:
Two-Dimensional Super-Resolution via Convex Relaxation. 3372-3382 - Subrata Sarkar, Alyson K. Fletcher, Sundeep Rangan, Philip Schniter:
Bilinear Recovery Using Adaptive Vector-AMP. 3383-3396 - Wen Fan, Junli Liang, Guoyang Yu, Hing Cheung So, Guangshan Lu:
MIMO Radar Waveform Design for Quasi-Equiripple Transmit Beampattern Synthesis via Weighted lp-Minimization. 3397-3411 - Luca Carlino, Francesco Bandiera, Angelo Coluccia, Giuseppe Ricci:
Improving Localization by Testing Mobility. 3412-3423 - Joshua Rapp, Robin M. A. Dawson, Vivek K. Goyal:
Estimation From Quantized Gaussian Measurements: When and How to Use Dither. 3424-3438 - Philip Schniter, Evan Byrne:
Adaptive Detection of Structured Signals in Low-Rank Interference. 3439-3454 - Kaiming Liu, Weifeng Deng, Yuan'an Liu:
Theoretical Analysis of the Peak-to-Average Power Ratio and Optimal Pulse Shaping Filter Design for GFDM Systems. 3455-3470 - Joshua Rapp, Yanting Ma, Robin M. A. Dawson, Vivek K. Goyal:
Dead Time Compensation for High-Flux Ranging. 3471-3486 - Xianxiang Yu, Guolong Cui, Jing Yang, Lingjiang Kong, Jian Li:
Wideband MIMO Radar Waveform Design. 3487-3501 - Qing Shen, Wei Liu, Wei Cui, Siliang Wu, Piya Pal:
Simplified and Enhanced Multiple Level Nested Arrays Exploiting High-Order Difference Co-Arrays. 3502-3515 - Linh Manh Hoang, Minjun Kim, Seung-Hyun Kong:
Automatic Recognition of General LPI Radar Waveform Using SSD and Supplementary Classifier. 3516-3530 - Chengwen Xing, Xin Zhao, Wei Xu, Xiaodai Dong, Geoffrey Ye Li:
A Framework on Hybrid MIMO Transceiver Design Based on Matrix-Monotonic Optimization. 3531-3546 - Jitendra K. Tugnait:
Edge Exclusion Tests for Improper Complex Gaussian Graphical Model Selection. 3547-3560 - Khaled Alhujaili, Vishal Monga, Muralidhar Rangaswamy:
Transmit MIMO Radar Beampattern Design via Optimization on the Complex Circle Manifold. 3561-3575 - Laleh Badriasl, Sanjeev Arulampalam, John van der Hoek, Anthony Finn:
Bayesian WIV Estimators for 3-D Bearings-Only TMA With Speed Constraints. 3576-3591 - Sheng Zhang, Jiashu Zhang, Wei Xing Zheng, Hing Cheung So:
Widely Linear Complex-Valued Estimated-Input LMS Algorithm for Bias-Compensated Adaptive Filtering With Noisy Measurements. 3592-3605 - Yulong Huang, Yonggang Zhang, Yuxin Zhao, Jonathon A. Chambers:
A Novel Robust Gaussian-Student's t Mixture Distribution Based Kalman Filter. 3606-3620
Volume 67, Number 14, July 2019
- Yongwei Huang, Mingkang Zhou, Sergiy A. Vorobyov:
New Designs on MVDR Robust Adaptive Beamforming Based on Optimal Steering Vector Estimation. 3624-3638 - Jun Liu, Siyu Sun, Weijian Liu:
One-Step Persymmetric GLRT for Subspace Signals. 3639-3648 - Wilder Bezerra Lopes, Cássio Guimarães Lopes:
Geometric-Algebra Adaptive Filters. 3649-3662 - Urs Niesen, Jayakrishnan Unnikrishnan:
Joint Beamforming and Association Design for MIMO Radar. 3663-3675 - Yi Zhou, Tian Wang, Ronghua Hu, Hang Su, Yi Liu, Xiaoming Liu, Jidong Suo, Hichem Snoussi:
Multiple Kernelized Correlation Filters (MKCF) for Extended Object Tracking Using X-Band Marine Radar Data. 3676-3688 - Andrey Gurevich, Kobi Cohen, Qing Zhao:
Sequential Anomaly Detection Under a Nonlinear System Cost. 3689-3703 - Joakim Andén, Vincent Lostanlen, Stéphane Mallat:
Joint Time-Frequency Scattering. 3704-3718 - Macey Ruble, Charles Ethan Hayes, Matt Welborn, Alenka G. Zajic, Milos Prvulovic, Ann M. Pitruzzello:
Hyperdimensional Bayesian Time Mapping (HyperBaT): A Probabilistic Approach to Time Series Mapping of Non-Identical Sequences. 3719-3731 - Karl Granström, Jakob Bramstång:
Bayesian Smoothing for the Extended Object Random Matrix Model. 3732-3742 - Shangbo Wang, Guoqiang Mao, J. Andrew Zhang:
Joint Time-of-Arrival Estimation for Coherent UWB Ranging in Multipath Environment With Multi-User Interference. 3743-3755 - Cássio Fraga Dantas, Rémi Gribonval:
Stable Safe Screening and Structured Dictionaries for Faster ℓ1 Regularization. 3756-3769 - Yi-Chun Hsiao, Yi-Chen Wu, Che Lin:
Energy-Efficient Beamforming Design for MU-MISO Mixed RF/VLC Heterogeneous Wireless Networks. 3770-3784 - Juho Liski, Balázs Bank, Julius O. Smith III, Vesa Välimäki:
Converting Series Biquad Filters Into Delayed Parallel Form: Application to Graphic Equalizers. 3785-3795 - Carlos Granero-Belinchón, Stéphane G. Roux, Patrice Abry, Nicolas B. Garnier:
Probing High-Order Dependencies With Information Theory. 3796-3805 - Navid Azizan Ruhi, Farshad Lahouti, Amir Salman Avestimehr, Babak Hassibi:
Distributed Solution of Large-Scale Linear Systems via Accelerated Projection-Based Consensus. 3806-3817 - Fangzhou Wang, Hongbin Li, Mark A. Govoni:
Power Allocation and Co-Design of Multicarrier Communication and Radar Systems for Spectral Coexistence. 3818-3831 - Bernhard Alois Moser, Michael Lunglmayr:
On Quasi-Isometry of Threshold-Based Sampling. 3832-3841 - Lingchen Kong, Chuanqi Qi, Hou-Duo Qi:
Classical Multidimensional Scaling: A Subspace Perspective, Over-Denoising, and Outlier Detection. 3842-3857 - Zebin Wu, Wei Zhu, Jocelyn Chanussot, Yang Xu, Stanley J. Osher:
Hyperspectral Anomaly Detection via Global and Local Joint Modeling of Background. 3858-3869 - Joseph Shmuel Picard, Anthony J. Weiss:
Direct Position Determination Sensitivity to NLOS Propagation Effects on Doppler-Shift. 3870-3881
Volume 67, Number 15, August 2019
- Benjamin Friedlander:
Localization of Signals in the Near-Field of an Antenna Array. 3885-3893 - Nicki Holighaus, Günther Koliander, Zdenek Prusa, Luís Daniel Abreu:
Characterization of Analytic Wavelet Transforms and a New Phaseless Reconstruction Algorithm. 3894-3908 - Hamid Behjat, Zafer Dogan, Dimitri Van De Ville, Leif Sörnmo:
Domain-Informed Spline Interpolation. 3909-3921 - Giovanni Soldi, Florian Meyer, Paolo Braca, Franz Hlawatsch:
Self-Tuning Algorithms for Multisensor-Multitarget Tracking Using Belief Propagation. 3922-3937 - Junzheng Jiang, Cheng Cheng, Qiyu Sun:
Nonsubsampled Graph Filter Banks: Theory and Distributed Algorithms. 3938-3953 - Shuni Li, Yan Jin, David I. Shuman:
Scalable M-Channel Critically Sampled Filter Banks for Graph Signals. 3954-3969 - Xing Zhang, Yili Xia, Chunguo Li, Luxi Yang, Danilo P. Mandic:
Analysis of the Unconstrained Frequency-Domain Block LMS for Second-Order Noncircular Inputs. 3970-3984 - Tohru Nitta, Masaki Kobayashi, Danilo P. Mandic:
Hypercomplex Widely Linear Estimation Through the Lens of Underpinning Geometry. 3985-3994 - Nir Shlezinger, Yonina C. Eldar, Miguel R. D. Rodrigues:
Asymptotic Task-Based Quantization With Application to Massive MIMO. 3995-4012 - Yves Teganya, Daniel Romero, Luis M. Lopez-Ramos, Baltasar Beferull-Lozano:
Location-Free Spectrum Cartography. 4013-4026 - Prashant Khanduri, Dominique Pastor, Vinod Sharma, Pramod K. Varshney:
Truncated Sequential Non-Parametric Hypothesis Testing Based on Random Distortion Testing. 4027-4042 - Hongmei Wang, Xianli Pan, Yitian Xu:
Simultaneous Safe Feature and Sample Elimination for Sparse Support Vector Regression. 4043-4054 - Apoorva Chawla, Adarsh Patel, Aditya K. Jagannatham, Pramod K. Varshney:
Distributed Detection in Massive MIMO Wireless Sensor Networks Under Perfect and Imperfect CSI. 4055-4068 - Liang Zhang, Gang Wang, Georgios B. Giannakis:
Real-Time Power System State Estimation and Forecasting via Deep Unrolled Neural Networks. 4069-4077 - Takehiko Mizoguchi, Isao Yamada:
Hypercomplex Tensor Completion via Convex Optimization. 4078-4092 - Yili Xia, Song Tao, Zhe Li, Min Xiang, Wenjiang Pei, Danilo P. Mandic:
Full Mean Square Performance Bounds on Quaternion Estimators for Improper Data. 4093-4106 - Yang Yang, Marius Pesavento, Symeon Chatzinotas, Björn E. Ottersten:
Energy Efficiency Optimization in MIMO Interference Channels: A Successive Pseudoconvex Approximation Approach. 4107-4121 - Prashant Khanduri, Lakshmi Narasimhan Theagarajan, Pramod K. Varshney:
Online Design of Optimal Precoders for High Dimensional Signal Detection. 4122-4135
Volume 67, Number 16, August 2019
- Peng Xiao, Bin Liao, Jian Li:
One-Bit Compressive Sensing via Schur-Concave Function Minimization. 4139-4151 - Xihan Chen, An Liu, Yunlong Cai, Vincent K. N. Lau, Min-Jian Zhao:
Randomized Two-Timescale Hybrid Precoding for Downlink Multicell Massive MIMO Systems. 4152-4167 - Eweda Eweda:
Stability Bound of the Initial Mean-Square Deviation of High-Order Stochastic Gradient Adaptive Filtering Algorithms. 4168-4176 - Christian A. Naesseth, Fredrik Lindsten, Thomas B. Schön:
High-Dimensional Filtering Using Nested Sequential Monte Carlo. 4177-4188 - An Liu, Vincent K. N. Lau, Borna Kananian:
Stochastic Successive Convex Approximation for Non-Convex Constrained Stochastic Optimization. 4189-4203 - Wenqian Shen, Linglong Dai, Jianping An, Pingzhi Fan, Robert W. Heath Jr.:
Channel Estimation for Orthogonal Time Frequency Space (OTFS) Massive MIMO. 4204-4217 - Bashir Sadeghi, Runyi Yu, Vishnu Naresh Boddeti:
Constrained Sampling: Optimum Reconstruction in Subspace With Minimax Regret Constraint. 4218-4230 - Licheng Zhao, Yiwei Wang, Sandeep Kumar, Daniel P. Palomar:
Optimization Algorithms for Graph Laplacian Estimation via ADMM and MM. 4231-4244 - Praneeth Narayanamurthy, Vahid Daneshpajooh, Namrata Vaswani:
Provable Subspace Tracking From Missing Data and Matrix Completion. 4245-4260 - Jinshan Zeng, Ke Ma, Yuan Yao:
On Global Linear Convergence in Stochastic Nonconvex Optimization for Semidefinite Programming. 4261-4275 - Xiaobo Zhou, Shihao Yan, Jinsong Hu, Jiande Sun, Jun Li, Feng Shu:
Joint Optimization of a UAV's Trajectory and Transmit Power for Covert Communications. 4276-4290 - Subhra Sankar Dhar, Debasis Kundu, Ujjwal Das:
Tests For the Parameters of Chirp Signal Model. 4291-4301 - Çagri Göken, Sinan Gezici, Orhan Arikan:
Estimation Theoretic Optimal Encoding Design for Secure Transmission of Multiple Parameters. 4302-4316 - Jiangtao Wang, Yongchao Wang:
On the Design of Constant Modulus Probing Waveforms With Good Correlation Properties for MIMO Radar via Consensus-ADMM Approach. 4317-4332 - Omar A. Yeste Ojeda, Jesús Grajal:
The Relationship Between the Cyclic Wiener Filter and Fractionally Spaced Equalizers. 4333-4341 - Zheng Wang, Yang Huang, Shanxiang Lyu:
Lattice-Reduction-Aided Gibbs Algorithm for Lattice Gaussian Sampling: Convergence Enhancement and Decoding Optimization. 4342-4356 - Alessio Benavoli, Alessio Balleri, Alfonso Farina:
Joint Waveform and Guidance Control Optimization for Target Rendezvous. 4357-4369 - Yaqi Liu, Chengcheng Liu, Dexiu Hu, Yongjun Zhao:
Robust Adaptive Wideband Beamforming Based on Time Frequency Distribution. 4370-4382 - Nuri Mert Vural, Hakan Gökcesu, Kaan Gökcesu, Suleyman Serdar Kozat:
Minimax Optimal Algorithms for Adversarial Bandit Problem With Multiple Plays. 4383-4398
Volume 67, Number 17, September 2019
- Xingjian Li, Jun Fang, Huiping Duan, Zhi Chen, Hongbin Li:
Fast Beam Alignment for Millimeter Wave Communications: A Sparse Encoding and Phaseless Decoding Approach. 4402-4417 - Charles Jeon, Kaipeng Li, Joseph R. Cavallaro, Christoph Studer:
Decentralized Equalization With Feedforward Architectures for Massive MU-MIMO. 4418-4432 - Hang Liu, Xiaojun Yuan, Ying Jun Zhang:
Super-Resolution Blind Channel-and-Signal Estimation for Massive MIMO With One-Dimensional Antenna Array. 4433-4448 - Junhan Kim, Jian Wang, Byonghyo Shim:
Nearly Optimal Restricted Isometry Condition for Rank Aware Order Recursive Matching Pursuit. 4449-4463 - Cong Shen:
Universal Best Arm Identification. 4464-4478 - Taras Bodnar, Solomiia Dmytriv, Nestor Parolya, Wolfgang Schmid:
Tests for the Weights of the Global Minimum Variance Portfolio in a High-Dimensional Setting. 4479-4493 - Zhi Li, Wei Shi, Ming Yan:
A Decentralized Proximal-Gradient Method With Network Independent Step-Sizes and Separated Convergence Rates. 4494-4506 - Ahmet H. Kayran, Erdogan Camcioglu:
Fully Orthogonal 2-D Lattice Structures for Quarter-Plane and Asymmetric Half-Plane Autoregressive Modeling of Random Fields. 4507-4520 - Tobias Schnier, Carsten Bockelmann, Armin Dekorsy:
Modeling the Active Neuron Separation in the Compressed Sensing and Finite Rate of Innovation Framework. 4521-4534 - Arman Kheirati Roonizi:
A New Approach to ARMAX Signals Smoothing: Application to Variable-Q ARMA Filter Design. 4535-4544 - Mehryar Emambakhsh, Alessandro Bay, Eduard Vazquez:
Convolutional Recurrent Predictor: Implicit Representation for Multi-Target Filtering and Tracking. 4545-4555 - Evan Byrne, Antoine Chatalic, Rémi Gribonval, Philip Schniter:
Sketched Clustering via Hybrid Approximate Message Passing. 4556-4569 - Shuqi Chai, Vincent K. N. Lau:
Joint Rate and Power Optimization for Multimedia Streaming in Wireless Fading Channels via Parametric Policy Gradient. 4570-4581 - Hoi-To Wai, Anna Scaglione, Baruch Barzel, Amir Leshem:
Joint Network Topology and Dynamics Recovery From Perturbed Stationary Points. 4582-4596 - Dror Simon, Jeremias Sulam, Yaniv Romano, Yue M. Lu, Michael Elad:
MMSE Approximation For Sparse Coding Algorithms Using Stochastic Resonance. 4597-4610 - Fabing Duan, Yan Pan, François Chapeau-Blondeau, Derek Abbott:
Noise Benefits in Combined Nonlinear Bayesian Estimators. 4611-4623 - Ramachandran S. Raghavan:
A CFAR Detector for Mismatched Eigenvalues of Training Sample Covariance Matrix. 4624-4635 - Holger Boche, Rafael F. Schaefer, Sebastian Baur, H. Vincent Poor:
On the Algorithmic Computability of the Secret Key and Authentication Capacity Under Channel, Storage, and Privacy Leakage Constraints. 4636-4648 - Kangwook Lee, Kabir Chandrasekher, Ramtin Pedarsani, Kannan Ramchandran:
SAFFRON: A Fast, Efficient, and Robust Framework for Group Testing Based on Sparse-Graph Codes. 4649-4664
Volume 67, Number 18, September 2019
- Prem Singh, Himanshu B. Mishra, Aditya K. Jagannatham, Kasturi Vasudevan:
Semi-Blind, Training, and Data-Aided Channel Estimation Schemes for MIMO-FBMC-OQAM Systems. 4668-4682 - Linlong Wu, Daniel P. Palomar:
Sequence Design for Spectral Shaping via Minimization of Regularized Spectral Level Ratio. 4683-4695 - Chengxi Li, Gang Li, Bhavya Kailkhura, Pramod K. Varshney:
Secure Distributed Detection of Sparse Signals via Falsification of Local Compressive Measurements. 4696-4706 - Mohammad Mahdi Naghsh, Maryam Masjedi, Arman Adibi, Petre Stoica:
Max-Min Fairness Design for MIMO Interference Channels: A Minorization-Maximization Approach. 4707-4719 - Shishan Yang, Marcus Baum:
Tracking the Orientation and Axes Lengths of an Elliptical Extended Object. 4720-4729 - Tian Xie, Linglong Dai, Derrick Wing Kwan Ng, Chan-Byoung Chae:
On the Power Leakage Problem in Millimeter-Wave Massive MIMO With Lens Antenna Arrays. 4730-4744 - Yang Zhang, K. C. Ho:
Multistatic Localization in the Absence of Transmitter Position. 4745-4760 - Dongliang Su, Yi Jiang, Xin Wang, Xiqi Gao:
Omnidirectional Precoding for Massive MIMO With Uniform Rectangular Array - Part I: Complementary Codes-Based Schemes. 4761-4771 - Dongliang Su, Yi Jiang, Xin Wang, Xiqi Gao:
Omnidirectional Precoding for Massive MIMO With Uniform Rectangular Array - Part II: Numerical Optimization Based Schemes. 4772-4781 - Somsubhra Barik, Haris Vikalo:
Matrix Completion and Performance Guarantees for Single Individual Haplotyping. 4782-4794 - Ngoc Hung Nguyen, Kutluyil Dogançay, Ercan Engin Kuruoglu:
An Iteratively Reweighted Instrumental-Variable Estimator for Robust 3-D AOA Localization in Impulsive Noise. 4795-4808 - Xinyu Gao, Linglong Dai, Shidong Zhou, Akbar M. Sayeed, Lajos Hanzo:
Wideband Beamspace Channel Estimation for Millimeter-Wave MIMO Systems Relying on Lens Antenna Arrays. 4809-4824 - Xu Tang, Mingyan Li, Ratnasingham Tharmarasa, Thiagalingam Kirubarajan:
Seamless Tracking of Apparent Point and Extended Targets Using Gaussian Process PMHT. 4825-4838 - Gilles Baechler, Miranda Krekovic, Juri Ranieri, Amina Chebira, Yue M. Lu, Martin Vetterli:
Super Resolution Phase Retrieval for Sparse Signals. 4839-4854 - Keng-Shih Lu, Antonio Ortega:
Fast Graph Fourier Transforms Based on Graph Symmetry and Bipartition. 4855-4869 - Elvin Isufi, Andreas Loukas, Nathanaël Perraudin, Geert Leus:
Forecasting Time Series With VARMA Recursions on Graphs. 4870-4885 - Xueqian Wang, Gang Li, Chen Quan, Pramod K. Varshney:
Distributed Detection of Sparse Stochastic Signals With Quantized Measurements: The Generalized Gaussian Case. 4886-4898 - Rui Zhang, Peng Cheng, Zhuo Chen, Yonghui Li, Branka Vucetic:
A Learning-Based Two-Stage Spectrum Sharing Strategy With Multiple Primary Transmit Power Levels. 4899-4914
Volume 67, Number 19, October 2019
- Yuan Chen, Soummya Kar, José M. F. Moura:
Resilient Distributed Parameter Estimation With Heterogeneous Data. 4918-4933 - Amirhossein Reisizadeh, Aryan Mokhtari, Hamed Hassani, Ramtin Pedarsani:
An Exact Quantized Decentralized Gradient Descent Algorithm. 4934-4947 - Ba-Ngu Vo, Ba-Tuong Vo:
A Multi-Scan Labeled Random Finite Set Model for Multi-Object State Estimation. 4948-4963 - Gordana Draskovic, Arnaud Breloy, Frédéric Pascal:
On the Asymptotics of Maronna's Robust PCA. 4964-4975 - Mitchell Wasson, Mario Milicevic, Stark C. Draper, P. Glenn Gulak:
Hardware-Based Linear Program Decoding With the Alternating Direction Method of Multipliers. 4976-4991 - Shuhan Tang, Peter F. Craigmile, Yunzhang Zhu:
Spectral Estimation Using Multitaper Whittle Methods With a Lasso Penalty. 4992-5003 - Pere Giménez-Febrer, Alba Pagès-Zamora, Georgios B. Giannakis:
Matrix Completion and Extrapolation via Kernel Regression. 5004-5017 - Sheng Xu, Yongsheng Ou, Xinyu Wu:
Optimal Sensor Placement for 3-D Time-of-Arrival Target Localization. 5018-5031 - Amir Weiss, Arie Yeredor:
A Maximum Likelihood-Based Minimum Mean Square Error Separation and Estimation of Stationary Gaussian Sources From Noisy Mixtures. 5032-5045 - Chengzhu Yang, Xinyue Shen, Hongbing Ma, Badong Chen, Yuantao Gu, Hing Cheung So:
Weakly Convex Regularized Robust Sparse Recovery Methods With Theoretical Guarantees. 5046-5061 - Jitendra K. Tugnait:
Edge Exclusion Tests for Graphical Model Selection: Complex Gaussian Vectors and Time Series. 5062-5077 - Rui Gao, Filip Tronarp, Simo Särkkä:
Iterated Extended Kalman Smoother-Based Variable Splitting for L1-Regularized State Estimation. 5078-5092 - Sajad Daei, Farzan Haddadi, Arash Amini:
Exploiting Prior Information in Block-Sparse Signals. 5093-5102 - Daewon Seo, Ravi Kiran Raman, Joong Bum Rhim, Vivek K. Goyal, Lav R. Varshney:
Beliefs in Decision-Making Cascades. 5103-5117 - Angelo Coluccia, Giuseppe Ricci, Olivier Besson:
Design of Robust Radar Detectors Through Random Perturbation of the Target Signature. 5118-5129 - Jian Lan, X. Rong Li:
Extended-Object or Group-Target Tracking Using Random Matrix With Nonlinear Measurements. 5130-5142 - Haotian Xu, Stéphane Guerrier, Roberto Molinari, Mucyo Karemera:
Multivariate Signal Modeling With Applications to Inertial Sensor Calibration. 5143-5152 - Noyan Cem Sevüktekin, Andrew C. Singer:
Representation and Reconstruction of Finite-Energy Band-Limited Signals via Pulse-Width Modulation. 5153-5168 - Serkan Saritas, Sinan Gezici, Serdar Yüksel:
Hypothesis Testing Under Subjective Priors and Costs as a Signaling Game. 5169-5183 - Youye Xie, Michael B. Wakin, Gongguo Tang:
Simultaneous Sparse Recovery and Blind Demodulation. 5184-5199
Volume 67, Number 20, October 2019
- Daniel Rönnow, Peter Händel:
Nonlinear Distortion Noise and Linear Attenuation in MIMO Systems - Theory and Application to Multiband Transmitters. 5203-5212 - Rafael Boloix-Tortosa, Juan José Murillo-Fuentes, Sotirios A. Tsaftaris:
The Generalized Complex Kernel Least-Mean-Square Algorithm. 5213-5222 - Nir Shlezinger, Yonina C. Eldar, Miguel R. D. Rodrigues:
Hardware-Limited Task-Based Quantization. 5223-5238 - Yuejie Chi, Yue M. Lu, Yuxin Chen:
Nonconvex Optimization Meets Low-Rank Matrix Factorization: An Overview. 5239-5269 - Jun Liu, Jian Li:
Robust Detection in MIMO Radar With Steering Vector Mismatches. 5270-5280 - Tze Siong Lau, Wee Peng Tay:
Quickest Change Detection in the Presence of a Nuisance Change. 5281-5296 - Aria Ameri, Arindam Bose, Jian Li, Mojtaba Soltanalian:
One-Bit Radar Processing With Time-Varying Sampling Thresholds. 5297-5308 - Mingjie Shao, Qiang Li, Wing-Kin Ma, Anthony Man-Cho So:
A Framework for One-Bit and Constant-Envelope Precoding Over Multiuser Massive MISO Channels. 5309-5324 - Yanning Shen, Georgios B. Giannakis, Brian Baingana:
Nonlinear Structural Vector Autoregressive Models With Application to Directed Brain Networks. 5325-5339 - Sebastian J. Schlecht, Emanuël Anco Peter Habets:
Modal Decomposition of Feedback Delay Networks. 5340-5351 - Stefano Fortunati, Fulvio Gini, Maria Sabrina Greco, Abdelhak M. Zoubir, Muralidhar Rangaswamy:
Semiparametric CRB and Slepian-Bangs Formulas for Complex Elliptically Symmetric Distributions. 5352-5364 - Hoa Van Nguyen, Seyed Hamid Rezatofighi, Ba-Ngu Vo, Damith Chinthana Ranasinghe:
Online UAV Path Planning for Joint Detection and Tracking of Multiple Radio-Tagged Objects. 5365-5379 - Jienan Chen, Siyu Chen, Yunlong Qi, Shengli Fu:
Intelligent Massive MIMO Antenna Selection Using Monte Carlo Tree Search. 5380-5390 - Yicheng Chen, Rick S. Blum, Brian M. Sadler, Jiangfan Zhang:
Testing the Structure of a Gaussian Graphical Model With Reduced Transmissions in a Distributed Setting. 5391-5401 - Fei Wen, Rendong Ying, Peilin Liu, Trieu-Kien Truong:
Nonconvex Regularized Robust PCA Using the Proximal Block Coordinate Descent Algorithm. 5402-5416 - Yulong Huang, Yonggang Zhang, Jonathon A. Chambers:
A Novel Kullback-Leibler Divergence Minimization-Based Adaptive Student's t-Filter. 5417-5432 - Peng-Jie You, Zegang Ding, Li-Chang Qian, Mengqi Li, Xu Zhou, Weijian Liu, Siyuan Liu:
A Motion Parameter Estimation Method for Radar Maneuvering Target in Gaussian Clutter. 5433-5446
Volume 67, Number 21, November 2019
- Prashant Khanduri, Dominique Pastor, Vinod Sharma, Pramod K. Varshney:
Sequential Random Distortion Testing of Non-Stationary Processes. 5450-5462 - Felipe Chaud Pinheiro, Cássio Guimarães Lopes:
A Low-Complexity Nonlinear Least Mean Squares Filter Based on a Decomposable Volterra Model. 5463-5478 - Bolei Wang, Xuan Li, Feifei Gao, Geoffrey Ye Li:
Power Leakage Elimination for Wideband mmWave Massive MIMO-OFDM Systems: An Energy-Focusing Window Approach. 5479-5494 - Pasquale Di Viesti, Giorgio Matteo Vitetta, Emilio Sirignano:
Double Bayesian Smoothing as Message Passing. 5495-5510 - Fen Wang, Gene Cheung, Yongchao Wang:
Low-complexity Graph Sampling With Noise and Signal Reconstruction via Neumann Series. 5511-5526 - Zhichao Zhang:
Linear Canonical Wigner Distribution Based Noisy LFM Signals Detection Through the Output SNR Improvement Analysis. 5527-5542 - Hongxia Miao, Feng Zhang, Ran Tao:
New Statistics of the Second-Order Chirp Cyclostationary Signals: Definitions, Properties and Applications. 5543-5557 - Xia Cai, Zekun Ye:
Gaussian Weighting Reversion Strategy for Accurate Online Portfolio Selection. 5558-5570 - Johan Alenlöv, Jimmy Olsson:
Particle-Based Adaptive-Lag Online Marginal Smoothing in General State-Space Models. 5571-5582 - François Rottenberg, Xavier Mestre, François Horlin, Jérôme Louveaux:
Efficient Equalization of Time-Varying Channels in MIMO OFDM Systems. 5583-5595 - Gongjian Zhou, Liangliang Wang:
Pseudo-Spectrum Based Speed Square Filter for Track-Before-Detect in Range-Doppler Domain. 5596-5610 - Ramachandran S. Raghavan:
Corrections to "A CFAR Detector for Mismatched Eigenvalues of Training Sample Covariance Matrix". 5611 - Bho Matthiesen, Eduard Axel Jorswieck:
Efficient Global Optimal Resource Allocation in Non-Orthogonal Interference Networks. 5612-5627 - Lixiang Lian, An Liu, Vincent K. N. Lau:
User Location Tracking in Massive MIMO Systems via Dynamic Variational Bayesian Inference. 5628-5642 - Thanh Thi Nguyen, Jérôme Idier, Charles Soussen, El-Hadi Djermoune:
Non-Negative Orthogonal Greedy Algorithms. 5643-5658 - Lucas Rencker, Francis R. Bach, Wenwu Wang, Mark D. Plumbley:
Sparse Recovery and Dictionary Learning From Nonlinear Compressive Measurements. 5659-5670 - Mengjiao Tang, Yao Rong, Antonio De Maio, Chen Chen, Jie Zhou:
Adaptive Radar Detection in Gaussian Disturbance With Structured Covariance Matrix via Invariance Theory. 5671-5685
Volume 67, Number 22, November 2019
- Seyyed Ali Hashemi, Carlo Condo, Marco Mondelli, Warren J. Gross:
Rate-Flexible Fast Polar Decoders. 5689-5701 - Ángel F. García-Fernández, Lennart Svensson:
Trajectory PHD and CPHD Filters. 5702-5714 - Heng Qiao, Piya Pal:
Guaranteed Localization of More Sources Than Sensors With Finite Snapshots in Multiple Measurement Vector Models Using Difference Co-Arrays. 5715-5729 - Zhipeng Xue, Xiaojun Yuan, Junjie Ma, Yi Ma:
TARM: A Turbo-Type Algorithm for Affine Rank Minimization. 5730-5745 - Wenjing Zhao, Wenlong Liu, Minglu Jin:
Spectral Norm Based Mean Matrix Estimation and Its Application to Radar Target CFAR Detection. 5746-5760 - Ahmed Douik, Babak Hassibi:
Manifold Optimization Over the Set of Doubly Stochastic Matrices: A Second-Order Geometry. 5761-5774 - Arkadii G. D'yachkov, Nikita Polyanskii, Vladislav Yu. Shchukin, Ilya Vorobyev:
Hypothesis Test for Bounds on the Size of Random Defective Set. 5775-5784 - Wei Chen, Xiao Gong, Nan Song:
Nonconvex Robust Low-Rank Tensor Reconstruction via an Empirical Bayes Method. 5785-5797 - Lan Cheng, Kai Wang, Mifeng Ren, Gaowei Yan:
Adaptive Filter Approach for GPS Multipath Estimation Under Correntropy Criterion in Dynamic Multipath Environment. 5798-5810 - Robert J. Baraldi, Rajiv Kumar, Aleksandr Y. Aravkin:
Basis Pursuit Denoise With Nonsmooth Constraints. 5811-5823 - Thomas Debarre, Shayan Aziznejad, Michael Unser:
Hybrid-Spline Dictionaries for Continuous-Domain Inverse Problems. 5824-5836 - Jing Liu, Bhaskar D. Rao:
Sparse Bayesian Learning for Robust PCA: Algorithms and Analyses. 5837-5849 - Xinyang Cao, Lifeng Lai:
Distributed Gradient Descent Algorithm Robust to an Arbitrary Number of Byzantine Attackers. 5850-5864 - Sunrita Poddar, Mathews Jacob:
Clustering of Data With Missing Entries Using Non-Convex Fusion Penalties. 5865-5880 - Tianyi Jia, K. C. Ho, Haiyan Wang, Xiaohong Shen:
Effect of Sensor Motion on Time Delay and Doppler Shift Localization: Analysis and Solution. 5881-5895 - Pranay Sharma, Augustin-Alexandru Saucan, Donald J. Bucci, Pramod K. Varshney:
Decentralized Gaussian Filters for Cooperative Self-Localization and Multi-Target Tracking. 5896-5911 - Haoran Sun, Mingyi Hong:
Distributed Non-Convex First-Order Optimization and Information Processing: Lower Complexity Bounds and Rate Optimal Algorithms. 5912-5928
Volume 67, Number 23, December 2019
- Charles J. Garfinkle, Christopher J. Hillar:
On the Uniqueness and Stability of Dictionaries for Sparse Representation of Noisy Signals. 5884-5892 - Bolei Wang, Mengnan Jian, Feifei Gao, Geoffrey Ye Li, Hai Lin:
Beam Squint and Channel Estimation for Wideband mmWave Massive MIMO-OFDM Systems. 5893-5908 - Tokunbo Ogunfunmi, Carlo Safarian:
The Quaternion Stochastic Information Gradient Algorithm for Nonlinear Adaptive Systems. 5909-5921 - Bingcong Li, Tianyi Chen, Georgios B. Giannakis:
Secure Mobile Edge Computing in IoT via Collaborative Online Learning. 5922-5935 - Yuxin Zhao, Carsten Fritsche, Gustaf Hendeby, Feng Yin, Tianshi Chen, Fredrik Gunnarsson:
Cramér-Rao Bounds for Filtering Based on Gaussian Process State-Space Models. 5936-5951 - Ba-Ngu Vo, Ba-Tuong Vo, Michael Beard:
Multi-Sensor Multi-Object Tracking With the Generalized Labeled Multi-Bernoulli Filter. 5952-5967 - Reza Sohrabi, Qiping Zhu, Yingbo Hua:
Secrecy Analyses of a Full-Duplex MIMOME Network. 5968-5982 - Mark Eisen, Aryan Mokhtari, Alejandro Ribeiro:
A Primal-Dual Quasi-Newton Method for Exact Consensus Optimization. 5983-5997 - Iman Valiulahi, Farzan Haddadi, Arash Amini:
Robustness of Two-Dimensional Line Spectral Estimation Against Spiky Noise. 5998-6008 - Deyun Wei, Yuanmin Li:
Convolution and Multichannel Sampling for the Offset Linear Canonical Transform and Their Applications. 6009-6024 - Bin Li, Qinliang Su, Yik-Chung Wu:
Fixed Points of Gaussian Belief Propagation and Relation to Convergence. 6025-6038 - Naveed ur Rehman, Hania Aftab:
Multivariate Variational Mode Decomposition. 6039-6052 - Jindrich Duník, Ondrej Straka:
Design of Rao-Blackwellized Point-Mass Smoother for Conditionally Linear and Gaussian Models. 6053-6066 - Filip Karisik, Mathias Baumert:
Inhomogeneous Template Adaptation of Temporal Quasi-Periodic Three-Dimensional Signals. 6067-6077 - Emilio Rafael Balda, Arash Behboodi, Rudolf Mathar:
Perturbation Analysis of Learning Algorithms: Generation of Adversarial Examples From Classification to Regression. 6078-6091 - Donya Ghavidel Dobakhshari, Parinaz Naghizadeh, Mingyan Liu, Vijay Gupta:
A Reputation-Based Contract for Repeated Crowdsensing With Costly Verification. 6092-6104 - Çagri Göken, Sinan Gezici:
Estimation Theoretic Secure Communication via Encoder Randomization. 6105-6120 - Samuel Pinilla, Tamir Bendory, Yonina C. Eldar, Henry Arguello:
Frequency-Resolved Optical Gating Recovery via Smoothing Gradient. 6121-6132
Volume 67, Number 24, December 2019
- Feng Ji, Wee Peng Tay:
A Hilbert Space Theory of Generalized Graph Signal Processing. 6188-6203 - Charles Truong, Laurent Oudre, Nicolas Vayatis:
Greedy Kernel Change-Point Detection. 6204-6214 - Syed A. Hamza, Moeness G. Amin:
Hybrid Sparse Array Beamforming Design for General Rank Signal Models. 6215-6226 - Ziyang Cheng, Bin Liao, Shengnan Shi, Zishu He, Jun Li:
Co-Design for Overlaid MIMO Radar and Downlink MISO Communication Systems via Cramér-Rao Bound Minimization. 6227-6240 - Christian Lameiro, Ignacio Santamaría, Peter J. Schreier, Wolfgang Utschick:
Maximally Improper Signaling in Underlay MIMO Cognitive Radio Networks. 6241-6255 - Alexander Jung, Alfred O. Hero III, Alexandru Mara, Saeed Jahromi, Ayelet Heimowitz, Yonina C. Eldar:
Semi-Supervised Learning in Network-Structured Data via Total Variation Minimization. 6256-6269 - Mohammad Mohammadi Amiri, Deniz Gündüz:
Computation Scheduling for Distributed Machine Learning With Straggling Workers. 6270-6284 - Daniel Castanheira, Atílio Gameiro:
Low Complexity and High-Resolution Line Spectral Estimation Using Cyclic Minimization. 6285-6300 - Wenqian Shen, Xiangyuan Bu, Xinyu Gao, Chengwen Xing, Lajos Hanzo:
Beamspace Precoding and Beam Selection for Wideband Millimeter-Wave MIMO Relying on Lens Antenna Arrays. 6301-6313 - Bradley Worley:
Scalable Mean-Field Sparse Bayesian Learning. 6314-6326 - Daniele Zambon, Cesare Alippi, Lorenzo Livi:
Change-Point Methods on a Sequence of Graphs. 6327-6341 - Kewei Chen, Donya Ghavidel, Vijay Gupta, Yih-Fang Huang:
An Incentive Scheme for Sensor Fusion With Strategic Sensors. 6342-6351 - Alex Dytso, Michael Fauß, Abdelhak M. Zoubir, H. Vincent Poor:
MMSE Bounds for Additive Noise Channels Under Kullback-Leibler Divergence Constraints on the Input Distribution. 6352-6367 - Raksha Ramakrishna, Anna Scaglione, Vijay Vittal, Emiliano Dall'Anese, Andrey Bernstein:
A Model for Joint Probabilistic Forecast of Solar Photovoltaic Power and Outdoor Temperature. 6368-6383 - Zhi Lin, Min Lin, Yongming Huang, Tomaso de Cola, Wei-Ping Zhu:
Robust Multi-Objective Beamforming for Integrated Satellite and High Altitude Platform Network With Imperfect Channel State Information. 6384-6396 - Ronghao Lin, Mojtaba Soltanalian, Bo Tang, Jian Li:
Efficient Design of Binary Sequences With Low Autocorrelation Sidelobes. 6397-6410 - Hang Ruan, Rodrigo C. de Lamare:
Distributed Robust Beamforming Based on Low-Rank and Cross-Correlation Techniques: Design and Analysis. 6411-6423 - Holger Boche, Ullrich J. Mönich:
Downsampling of Bounded Bandlimited Signals and the Bandlimited Interpolation: Analytic Properties and Computability. 6424-6439 - Fernando Gama, Elvin Isufi, Alejandro Ribeiro, Geert Leus:
Controllability of Bandlimited Graph Processes Over Random Time Varying Graphs. 6440-6454 - Qing Zou, Sunrita Poddar, Mathews Jacob:
Sampling of Planar Curves: Theory and Fast Algorithms. 6455-6467 - Hang Yu, Luyin Xin, Justin Dauwels:
Variational Wishart Approximation for Graphical Model Selection: Monoscale and Multiscale Models. 6468-6482 - Anant Gupta, Upamanyu Madhow, Amin Arbabian, Ali Sadri:
Design of Large Effective Apertures for Millimeter Wave Systems Using a Sparse Array of Subarrays. 6483-6497 - Pia Addabbo, Olivier Besson, Danilo Orlando, Giuseppe Ricci:
Adaptive Detection of Coherent Radar Targets in the Presence of Noise Jamming. 6498-6510 - Vikram Krishnamurthy, Muralidhar Rangaswamy:
How to Calibrate Your Adversary's Capabilities? Inverse Filtering for Counter-Autonomous Systems. 6511-6525
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