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IEEE 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