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ORCIDIEEE Transactions on Signal Processing, Volume 69
Volume 69, 2021
- Zhenlong Xiao
, He Fang, Xianbin Wang:
Distributed Nonlinear Polynomial Graph Filter and Its Output Graph Spectrum: Filter Analysis and Design. 1-15 - Taras Bodnar, Solomiia Dmytriv, Yarema Okhrin, Nestor Parolya, Wolfgang Schmid:
Statistical Inference for the Expected Utility Portfolio in High Dimensions. 1-14 - Weihao Song, Zidong Wang, Jianan Wang, Fuad E. Alsaadi, Jiayuan Shan:
Particle Filtering for Nonlinear/Non-Gaussian Systems With Energy Harvesting Sensors Subject to Randomly Occurring Sensor Saturations. 15-27 - Ziyang Cheng, Shengnan Shi, Lingyun Tang, Zishu He, Bin Liao:
Waveform Design for Collocated MIMO Radar With High-Mix-Low-Resolution ADCs. 28-41 - Matthieu Simeoni, Adrien Besson, Paul Hurley, Martin Vetterli:
CPGD: Cadzow Plug-and-Play Gradient Descent for Generalised FRI. 42-57 - Daniel G. Tiglea, Renato Candido, Magno T. M. Silva:
A Low-Cost Algorithm for Adaptive Sampling and Censoring in Diffusion Networks. 58-72 - Felipe A. Tobar, Lerko Araya-Hernández, Pablo Huijse, Petar M. Djuric:
Bayesian Reconstruction of Fourier Pairs. 73-87 - Christian Hammes, Bhavani Shankar Mysore Rama Rao, Björn E. Ottersten:
Generalized Multiplexed Waveform Design Framework for Cost-Optimized MIMO Radar. 88-102 - Holger Boche, Ullrich J. Mönich:
On the Solvability of the Peak Value Problem for Bandlimited Signals With Applications. 103-118 - Guojun Xiong, Taejoon Kim, David J. Love, Erik Perrins:
Optimality Conditions of Performance-Guaranteed Power Minimization in MIMO Networks: A Distributed Algorithm and Its Feasibility. 119-135 - Chaowei Tong, Shibin Wang, Ivan W. Selesnick, Ruqiang Yan, Xuefeng Chen:
Ridge-Aware Weighted Sparse Time-Frequency Representation. 136-149 - Daniel Romero, Siavash Mollaebrahim, Baltasar Beferull-Lozano, Cesar Asensio-Marco:
Fast Graph Filters for Decentralized Subspace Projection. 150-164 - Alexandra Koulouri, Pia Heins, Martin Burger:
Adaptive Superresolution in Deconvolution of Sparse Peaks. 165-178 - Chengwen Xing, Shuai Wang, Sheng Chen, Shaodan Ma, H. Vincent Poor, Lajos Hanzo:
Matrix-Monotonic Optimization $-$ Part II: Multi-Variable Optimization. 179-194 - Zheng Wang, Shanxiang Lyu, Yili Xia, Qihui Wu:
Expectation Propagation-Based Sampling Decoding: Enhancement and Optimization. 195-209 - Bakht Zaman, Luis Miguel Lopez-Ramos, Daniel Romero, Baltasar Beferull-Lozano:
Online Topology Identification From Vector Autoregressive Time Series. 210-225 - Sangwoo Park, Hyeryung Jang, Osvaldo Simeone, Joonhyuk Kang:
Learning to Demodulate From Few Pilots via Offline and Online Meta-Learning. 226-239 - Hossein Kamrani, Alireza Zolghadr-E-Asli, Panos P. Markopoulos, Michael Langberg, Dimitris A. Pados, George N. Karystinos:
Reduced-Rank L1-Norm Principal-Component Analysis With Performance Guarantees. 240-255 - Esa Ollila, Daniel P. Palomar, Frédéric Pascal:
Shrinking the Eigenvalues of M-Estimators of Covariance Matrix. 256-269 - Augusto Aubry, Paolo Braca, Enrica d'Afflisio, Antonio De Maio, Leonardo Maria Millefiori, Peter Willett:
Optimal Opponent Stealth Trajectory Planning Based on an Efficient Optimization Technique. 270-283 - Xuanyu Cao, Tamer Basar:
Decentralized Online Convex Optimization With Event-Triggered Communications. 284-299 - Chieh-Fang Teng, An-Yeu Andy Wu:
Convolutional Neural Network-Aided Tree-Based Bit-Flipping Framework for Polar Decoder Using Imitation Learning. 300-313 - Xiao Yang, Min Sheng, Yanli Yuan, Tony Q. S. Quek:
Network Topology Inference From Heterogeneous Incomplete Graph Signals. 314-327 - Weihao Song, Zidong Wang, Jianan Wang, Fuad E. Alsaadi, Jiayuan Shan:
Distributed Auxiliary Particle Filtering With Diffusion Strategy for Target Tracking: A Dynamic Event-Triggered Approach. 328-340 - Nguyen T. Thao, Dominik Rzepka:
Time Encoding of Bandlimited Signals: Reconstruction by Pseudo-Inversion and Time-Varying Multiplierless FIR Filtering. 341-356 - Haoqing Li, Daniel Medina, Jordi Vilà-Valls, Pau Closas:
Robust Variational-Based Kalman Filter for Outlier Rejection With Correlated Measurements. 357-369 - Pablo Pascual Campo, Lauri Anttila, Dani Korpi, Mikko Valkama:
Cascaded Spline-Based Models for Complex Nonlinear Systems: Methods and Applications. 370-384 - Habib Senol, Cihan Tepedelenlioglu:
Subspace-Based Estimation of Rapidly Varying Mobile Channels for OFDM Systems. 385-400 - Yizhen Xu, Peng Cheng, Zhuo Chen, Ming Ding, Yonghui Li, Branka Vucetic:
Task Offloading for Large-Scale Asynchronous Mobile Edge Computing: An Index Policy Approach. 401-416 - Mati Wax, Amir Adler:
Subspace-Constrained Array Response Estimation in the Presence of Model Errors. 417-427 - Amrit Singh Bedi, Alec Koppel, Ketan Rajawat, Panchajanya Sanyal:
Nonparametric Compositional Stochastic Optimization for Risk-Sensitive Kernel Learning. 428-442 - Ye Yuan, Wei Yi, Reza Hoseinnezhad, Pramod K. Varshney:
Robust Power Allocation for Resource-Aware Multi-Target Tracking With Colocated MIMO Radars. 443-458 - Kumar Pratik, Bhaskar D. Rao, Max Welling:
RE-MIMO: Recurrent and Permutation Equivariant Neural MIMO Detection. 459-473 - Víctor Elvira, Luca Martino, Pau Closas:
Importance Gaussian Quadrature. 474-488 - Cody Mazza-Anthony, Bogdan Mazoure, Mark Coates:
Learning Gaussian Graphical Models With Ordered Weighted $\ell _1$ Regularization. 489-499 - Nir Shlezinger, Mingzhe Chen, Yonina C. Eldar, H. Vincent Poor, Shuguang Cui:
UVeQFed: Universal Vector Quantization for Federated Learning. 500-514 - Yulu Jin, Lifeng Lai:
On the Adversarial Robustness of Hypothesis Testing. 515-530 - Amir Weiss:
Blind Direction-of-Arrival Estimation in Acoustic Vector-Sensor Arrays via Tensor Decomposition and Kullback-Leibler Divergence Covariance Fitting. 531-545 - Hang Geng, Zidong Wang, Lei Zou, Alireza Mousavi, Yuhua Cheng:
Protocol-Based Tobit Kalman Filter Under Integral Measurements and Probabilistic Sensor Failures. 546-559 - Sudan Han, Linjie Yan, Yuxuan Zhang, Pia Addabbo, Chengpeng Hao, Danilo Orlando:
Adaptive Radar Detection and Classification Algorithms for Multiple Coherent Signals. 560-572 - Sudarshan Guruacharya, Batu K. Chalise, Braham Himed:
MAP Ratio Test Detector for Radar System. 573-588 - Mengfei Zhang, Danqi Jin, Jie Chen, Jingen Ni:
Zeroth-Order Diffusion Adaptive Filter Over Networks. 589-602 - Bruno Mériaux, Chengfang Ren, Arnaud Breloy, Mohammed Nabil El Korso, Philippe Forster:
Matched and Mismatched Estimation of Kronecker Product of Linearly Structured Scatter Matrices Under Elliptical Distributions. 603-616 - Zhengdao Yuan, Qinghua Guo, Man Luo:
Approximate Message Passing With Unitary Transformation for Robust Bilinear Recovery. 617-630 - Itay Yehezkel Karo, Tsvi G. Dvorkind, Israel Cohen:
Source Localization with Feedback Beamforming. 631-640 - Koosha Pourtahmasi Roshandeh, Mostafa Mohammadkarimi, Masoud Ardakani:
Maximum Likelihood Time Synchronization for Zero-Padded OFDM. 641-654 - Elina Nayebi, Pranav Dayal, Kee-Bong Song:
Adaptive IQ Mismatch Compensation in Time-Domain Using Frequency-Domain Observations. 655-668 - Kyohei Suzuki, Masahiro Yukawa:
Robust Recovery of Jointly-Sparse Signals Using Minimax Concave Loss Function. 669-681 - Xin He, Yik-Chung Wu:
Set Squeezing Procedure for Quadratically Perturbed Chance-Constrained Programming. 682-694 - Amir Zaimbashi:
A Unified Framework for Multistatic Passive Radar Target Detection Under Uncalibrated Receivers. 695-708 - Elsa Cazelles, Arnaud Robert, Felipe A. Tobar:
The Wasserstein-Fourier Distance for Stationary Time Series. 709-721 - Stephan Weiss, Ian K. Proudler, Fraser K. Coutts:
Eigenvalue Decomposition of a Parahermitian Matrix: Extraction of Analytic Eigenvalues. 722-737 - Chengwen Xing, Shuai Wang, Sheng Chen, Shaodan Ma, H. Vincent Poor, Lajos Hanzo:
Matrix-Monotonic Optimization $-$ Part I: Single-Variable Optimization. 738-754 - Olivier Besson:
Impact of Covariance Mismatched Training Samples on Constant False Alarm Rate Detectors. 755-765 - Sina Molavipour, Germán Bassi, Mikael Skoglund:
Neural Estimators for Conditional Mutual Information Using Nearest Neighbors Sampling. 766-780 - Mingjie Shao, Wing-Kin Ma:
Binary MIMO Detection via Homotopy Optimization and Its Deep Adaptation. 781-796 - Zhuo Li, Keyou You, Shiji Song:
Cooperative Field Prediction and Smoothing via Covariance Intersection. 797-808 - HanQin Cai, Jian-Feng Cai, Tianming Wang, Guojian Yin:
Accelerated Structured Alternating Projections for Robust Spectrally Sparse Signal Recovery. 809-821 - Thanh V. Pham, Anh T. Pham:
Comments on "Energy-Efficient Beamforming Design for MU-MISO Mixed RF/VLC Heterogeneous Wireless Networks". 824-825 - Filip Karisik, Mathias Baumert:
Template Adaptation of 2D Quasi-Periodic Data Using a Soft-Assign Localized Correspondence Matrix. 826-836 - Zhangjie Peng, Zhenkun Zhang, Cunhua Pan, Li Li, A. Lee Swindlehurst:
Multiuser Full-Duplex Two-Way Communications via Intelligent Reflecting Surface. 837-851 - David Schenck, Xavier Mestre, Marius Pesavento:
Probability of Resolution of Partially Relaxed Deterministic Maximum Likelihood: An Asymptotic Approach. 852-866 - Cong Ma, Yuanxin Li, Yuejie Chi:
Beyond Procrustes: Balancing-Free Gradient Descent for Asymmetric Low-Rank Matrix Sensing. 867-877 - Amirali Khodadadian Gostar, Tharindu Rathnayake, Ruwan B. Tennakoon, Alireza Bab-Hadiashar, Giorgio Battistelli, Luigi Chisci, Reza Hoseinnezhad:
Centralized Cooperative Sensor Fusion for Dynamic Sensor Network With Limited Field-of-View via Labeled Multi-Bernoulli Filter. 878-891 - Rui Zhou, Daniel P. Palomar:
Solving High-Order Portfolios via Successive Convex Approximation Algorithms. 892-904 - Geethu Joseph, Pramod K. Varshney:
Measurement Bounds for Compressed Sensing in Sensor Networks With Missing Data. 905-916 - Qiaosheng Eric Zhang, Vincent Y. F. Tan, Changho Suh:
Community Detection and Matrix Completion With Social and Item Similarity Graphs. 917-931 - Deepak S. Kalhan, Amrit Singh Bedi, Alec Koppel, Ketan Rajawat, Hamed Hassani, Abhishek K. Gupta, Adrish Banerjee:
Dynamic Online Learning via Frank-Wolfe Algorithm. 932-947 - Diyari Hassan, Soydan Redif, John G. McWhirter, Sangarapillai Lambotharan:
Polynomial GSVD Beamforming for Two-User Frequency-Selective MIMO Channels. 948-959 - Cristina Rueda Sabater, Alejandro Rodríguez-Collado, Yolanda Larriba:
A Novel Wave Decomposition for Oscillatory Signals. 960-972 - Mati Wax, Amir Adler:
Detection of the Number of Signals by Signal Subspace Matching. 973-985 - Miao Jiang, Yiqing Li, Qi Zhang, Guangchi Zhang, Jiayin Qin:
Decentralized Blockchain-Based Dynamic Spectrum Acquisition for Wireless Downlink Communications. 986-997 - Sarit Khirirat, Sindri Magnússon, Mikael Johansson:
Compressed Gradient Methods With Hessian-Aided Error Compensation. 998-1011 - Xiaochuan Ke, Yuan Zhao, Lei Huang:
On Accurate Source Enumeration: A New Bayesian Information Criterion. 1012-1027 - Sebastian J. Schlecht:
Allpass Feedback Delay Networks. 1028-1038 - Markus Püschel, Chris Wendler:
Discrete Signal Processing with Set Functions. 1039-1053 - Vikram Krishnamurthy:
Quickest Change Detection of Time Inconsistent Anticipatory Agents. Human-Sensor and Cyber-Physical Systems. 1054-1069 - Pia Addabbo, Sudan Han, Danilo Orlando, Giuseppe Ricci:
Learning Strategies for Radar Clutter Classification. 1070-1082 - Kemi Ding, Junfeng Wu, Lihua Xie:
Minimum-Degree Distributed Graph Filter Design. 1083-1096 - Nikos Kargas, Nicholas D. Sidiropoulos:
Supervised Learning and Canonical Decomposition of Multivariate Functions. 1097-1107 - Michal Yemini, Amir Leshem, Anelia Somekh-Baruch:
The Restless Hidden Markov Bandit With Linear Rewards and Side Information. 1108-1123 - Wenqian Wu, Xiqi Gao, Chen Sun, Geoffrey Ye Li:
Shallow Underwater Acoustic Massive MIMO Communications. 1124-1139 - Qingming Li, Zhanjiang Chen, H. Vicky Zhao:
PRIMA++: A Probabilistic Framework for User Choice Modelling With Small Data. 1140-1153 - Chenhao Li, Simon J. Godsill:
Sequential Inference Methods for Non-Homogeneous Poisson Processes With State-Space Prior. 1154-1168 - Tirza Routtenberg:
Non-Bayesian Estimation Framework for Signal Recovery on Graphs. 1169-1184 - Florent Bouchard, Arnaud Breloy, Guillaume Ginolhac, Alexandre Renaux, Frédéric Pascal:
A Riemannian Framework for Low-Rank Structured Elliptical Models. 1185-1199 - Víctor Elvira, Ignacio Santamaría:
Multiple Importance Sampling for Symbol Error Rate Estimation of Maximum-Likelihood Detectors in MIMO Channels. 1200-1212 - Tom Shlomo, Boaz Rafaely:
Blind Localization of Early Room Reflections Using Phase Aligned Spatial Correlation. 1213-1225 - Xuehan Wu, Huaizong Shao, Jingran Lin, Qiang Li, Qingjiang Shi:
High-Speed User-Centric Beampattern Synthesis via Frequency Diverse Array. 1226-1241 - Stefan Vlaski, Ali H. Sayed:
Distributed Learning in Non-Convex Environments - Part I: Agreement at a Linear Rate. 1242-1256 - Stefan Vlaski, Ali H. Sayed:
Distributed Learning in Non-Convex Environments - Part II: Polynomial Escape From Saddle-Points. 1257-1270 - Maysam Behmanesh, Peyman Adibi, Jocelyn Chanussot, Christian Jutten, Sayyed Mohammad Saeed Ehsani:
Geometric Multimodal Learning Based on Local Signal Expansion for Joint Diagonalization. 1271-1286 - Zhitong Ni, J. Andrew Zhang, Xiaojing Huang, Kai Yang, Jinhong Yuan:
Uplink Sensing in Perceptive Mobile Networks With Asynchronous Transceivers. 1287-1300 - Ming-Min Zhao, An Liu, Rui Zhang:
Outage-Constrained Robust Beamforming for Intelligent Reflecting Surface Aided Wireless Communication. 1301-1316 - Amr Elnakeeb, Urbashi Mitra:
Bilinear Channel Estimation for MIMO OFDM: Lower Bounds and Training Sequence Optimization. 1317-1331 - Tze Siong Lau, Wee Peng Tay:
Asymptotically Optimal Sampling Policy for Quickest Change Detection With Observation-Switching Cost. 1332-1346 - Huiyuan Yang, Xiaojun Yuan, Jun Fang, Ying-Chang Liang:
Reconfigurable Intelligent Surface Aided Constant-Envelope Wireless Power Transfer. 1347-1361 - Yanli Liu, Yuejiao Sun, Wotao Yin:
Decentralized Learning With Lazy and Approximate Dual Gradients. 1362-1377 - Lei Wang, Tianyao Huang, Yimin Liu:
Randomized Stepped Frequency Radars Exploiting Block Sparsity of Extended Targets: A Theoretical Analysis. 1378-1393 - Jonas Kornprobst, Alexander Paulus, Josef Knapp, Thomas F. Eibert:
Phase Retrieval for Partially Coherent Observations. 1394-1406 - Li You, Jiayuan Xiong, Derrick Wing Kwan Ng, Chau Yuen, Wenjin Wang, Xiqi Gao:
Energy Efficiency and Spectral Efficiency Tradeoff in RIS-Aided Multiuser MIMO Uplink Transmission. 1407-1421 - Bastian Seifert, Markus Püschel:
Digraph Signal Processing With Generalized Boundary Conditions. 1422-1437 - Eralp Turgay, Cem Bulucu, Cem Tekin:
Exploiting Relevance for Online Decision-Making in High-Dimensions. 1438-1451 - Zifeng Huang, Youlin Xu:
A Multi-Taper S-Transform Method for Spectral Estimation of Stationary Processes. 1452-1467 - Marwan A. Jaber, Daniel Massicotte:
The JM-Filter to Detect Specific Frequency in Monitored Signal. 1468-1476 - Kelvin H. R. Ng, Sivanagaraja Tatinati, Andy W. H. Khong:
Grade Prediction From Multi-Valued Click-Stream Traces via Bayesian-Regularized Deep Neural Networks. 1477-1491 - Yao Rong, Augusto Aubry, Antonio De Maio, Mengjiao Tang:
Adaptive Radar Detection in Low-Rank Heterogeneous Clutter via Invariance Theory. 1492-1506 - Arnaud Breloy, Sandeep Kumar, Ying Sun, Daniel P. Palomar:
Majorization-Minimization on the Stiefel Manifold With Application to Robust Sparse PCA. 1507-1520 - Junhan Kim, Jian Wang, Byonghyo Shim:
Optimal Restricted Isometry Condition of Normalized Sampling Matrices for Exact Sparse Recovery With Orthogonal Least Squares. 1521-1536 - Alexandre Bécoulet, Amandine Verguet:
A Depth-First Iterative Algorithm for the Conjugate Pair Fast Fourier Transform. 1537-1547 - Christoph Hellings, Patrick Gest, Thomas Wiegart, Wolfgang Utschick:
Maximizing the Partial Decode-and-Forward Rate in the Gaussian MIMO Relay Channel. 1548-1562 - Wen Fan, Junli Liang, Guangshan Lu, Xuhui Fan, Hing Cheung So:
Spectrally-Agile Waveform Design for Wideband MIMO Radar Transmit Beampattern Synthesis via Majorization-ADMM. 1563-1578 - Soumya Das, Marc G. Genton:
Cyclostationary Processes With Evolving Periods and Amplitudes. 1579-1590 - Haowei Zhang, Weijian Liu, Binfeng Zong, Junpeng Shi, Junwei Xie:
An Efficient Power Allocation Strategy for Maneuvering Target Tracking in Cognitive MIMO Radar. 1591-1602