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IEEE Transactions on Signal and Information Processing over Networks, Volume 8
Volume 8, 2022
- Jianwei Fan, Jun Huang
, Xudong Zhao
:
Improved Interval Estimation Method for Cyber-Physical Systems Under Stealthy Deception Attacks. 1-11 - Ting-Kuei Hu, Fernando Gama
, Tianlong Chen, Wenqing Zheng
, Zhangyang Wang
, Alejandro Ribeiro
, Brian M. Sadler
:
Scalable Perception-Action-Communication Loops With Convolutional and Graph Neural Networks. 12-24 - Samrat Mukhopadhyay
, Mrityunjoy Chakraborty
:
Deterministic and Randomized Diffusion Based Iterative Generalized Hard Thresholding (DiFIGHT) for Distributed Recovery of Sparse Signals. 25-36 - Hang Geng
, Zidong Wang
, Fuad E. Alsaadi
, Khalid Hamed Alharbi, Yuhua Cheng
:
Protocol-Based Fusion Estimator Design for State-Saturated Systems With Dead-Zone-Like Censoring Under Deception Attacks. 37-48 - Chen Quan
, Baocheng Geng
, Yunghsiang S. Han
, Pramod K. Varshney
:
Enhanced Audit Bit Based Distributed Bayesian Detection in the Presence of Strategic Attacks. 49-62 - Mingxing Xu, Wenrui Dai
, Chenglin Li
, Junni Zou
, Hongkai Xiong
, Pascal Frossard
:
Graph Neural Networks With Lifting-Based Adaptive Graph Wavelets. 63-77 - Mircea Moscu
, Ricardo Augusto Borsoi
, Cédric Richard
, José Carlos M. Bermudez:
Graph Topology Inference With Derivative-Reproducing Property in RKHS: Algorithm and Convergence Analysis. 78-91 - Jiahua Qiu
, Kui Xu
, Xiaochen Xia
, Zhexian Shen
, Wei Xie, Dongmei Zhang, Meng Wang
:
Secure Transmission Scheme Based on Fingerprint Positioning in Cell-Free Massive MIMO Systems. 92-105 - Praveen Babu Choppala
, Marcus R. Frean, Paul D. Teal
:
Resampling and Network Theory. 106-119 - Zhaojun Dai, Yan Zhang
, Wancheng Zhang
, Xinran Luo, Zunwen He
:
A Multi-Agent Collaborative Environment Learning Method for UAV Deployment and Resource Allocation. 120-130 - Wei Liu
, Li Chen
, Wenyi Zhang
:
Decentralized Federated Learning: Balancing Communication and Computing Costs. 131-143 - Bernardo Marenco, Paola Bermolen, Marcelo Fiori
, Federico Larroca, Gonzalo Mateos
:
Online Change Point Detection for Weighted and Directed Random Dot Product Graphs. 144-159 - Jie Fan
, Cihan Tepedelenlioglu
, Andreas Spanias
:
Graph-Based Classification With Multiple Shift Matrices. 160-172 - Yang Liu, Zidong Wang
, Lei Zou
, Donghua Zhou
, Wen-Hua Chen
:
Joint State and Fault Estimation of Complex Networks Under Measurement Saturations and Stochastic Nonlinearities. 173-186 - Xiaoxian Lao
, Wenfei Du
, Chunguang Li
:
Quantized Distributed Estimation With Adaptive Combiner. 187-200 - Jhony H. Giraldo
, Arif Mahmood
, Belmar García García, Dorina Thanou
, Thierry Bouwmans
:
Reconstruction of Time-Varying Graph Signals via Sobolev Smoothness. 201-214 - Cong Xu
, Thomas C. M. Lee
:
Statistical Consistency for Change Point Detection and Community Estimation in Time-Evolving Dynamic Networks. 215-227 - Guoqiang Zhang
, Kenta Niwa
, W. Bastiaan Kleijn
:
Revisiting the Primal-Dual Method of Multipliers for Optimisation Over Centralised Networks. 228-243 - Gustavo Anjos
, Daniel Castanheira
, Adão Silva
, Atílio Gameiro:
A Method Exploiting the Channel-Training Phase to Achieve Secrecy in a Fading Broadcast Channel. 244-257 - Fengzeng Zhu
, Ju H. Park
, Li Peng:
Adaptive Event-Triggered Quantized Communication-Based Distributed Estimation Over Sensor Networks With Semi-Markovian Switching Topologies. 258-272 - Andrei Buciulea
, Samuel Rey
, Antonio G. Marques
:
Learning Graphs From Smooth and Graph-Stationary Signals With Hidden Variables. 273-287 - John Stewart Fabila-Carrasco
, Chao Tan
, Javier Escudero
:
Permutation Entropy for Graph Signals. 288-300 - Reginald A. Banez
, Hao Gao
, Lixin Li
, Chungang Yang
, Zhu Han
, H. Vincent Poor
:
Modeling and Analysis of Opinion Dynamics in Social Networks Using Multiple-Population Mean Field Games. 301-316 - Sami A. Aldalahmeh
, Domenico Ciuonzo
:
Distributed Detection Fusion in Clustered Sensor Networks Over Multiple Access Fading Channels. 317-329 - Neharika Jali
, Nikhil Karamchandani
, Sharayu Moharir
:
Greedy k-Center From Noisy Distance Samples. 330-343 - Jiahao Dai
, Jing-Wen Yi
, Li Chai
:
Optimal Memory Scheme for Accelerated Consensus Over Multi-Agent Networks. 344-352 - Hermina Petric Maretic
, Mireille El Gheche, Matthias Minder, Giovanni Chierchia
, Pascal Frossard
:
Wasserstein-Based Graph Alignment. 353-363 - Siguang Chen
, Jiamin Chen, Yifeng Miao, Qian Wang, Chuanxin Zhao:
Deep Reinforcement Learning-Based Cloud-Edge Collaborative Mobile Computation Offloading in Industrial Networks. 364-375 - Shuqin Wang
, Yongyong Chen
, Linna Zhang, Yigang Cen
, Viacheslav V. Voronin
:
Hyper-Laplacian Regularized Nonconvex Low-Rank Representation for Multi-View Subspace Clustering. 376-388 - Yue Zhao
, Ender Ayanoglu
:
Gaussian Kernel Variance for an Adaptive Learning Method on Signals Over Graphs. 389-403 - Haider Al-Lawati
, Stark C. Draper
:
Staleness Analysis in Asynchronous Optimization. 404-420 - Mengyu Huang
, Kam Fai Elvis Tsang, Yuzhe Li
, Li Li
, Ling Shi
:
Strategic DoS Attack in Continuous Space for Cyber-Physical Systems Over Wireless Networks. 421-432 - Chen Hu
, Badong Chen
:
An Efficient Distributed Kalman Filter Over Sensor Networks With Maximum Correntropy Criterion. 433-444 - Jiahao Zhang
, Su Zhao
:
Distributed Adaptive Tobit Kalman Filter for Networked Systems Under Sensor Delays and Censored Measurements. 445-458 - Zhifei Li
, Yan Liang
, Linfeng Xu
:
Distributed Extended Object Tracking Using Coupled Velocity Model From WLS Perspective. 459-474 - Oyku Deniz Kose
, Yanning Shen
:
Fair Contrastive Learning on Graphs. 475-488 - Shuhua Zhang, Lifeng Ma
, Xiaojian Yi
:
Model-Free Adaptive Control for Nonlinear Multi-Agent Systems With Encoding-Decoding Mechanism. 489-498 - Esther Rodrigo Bonet
, Tien Huu Do
, Xuening Qin
, Jelle Hofman
, Valerio Panzica La Manna, Wilfried Philips, Nikos Deligiannis
:
Explaining Graph Neural Networks With Topology-Aware Node Selection: Application in Air Quality Inference. 499-513 - Kei Komuro
, Masahiro Yukawa
, Renato Luís Garrido Cavalcante
:
Distributed Sparse Optimization With Weakly Convex Regularizer: Consensus Promoting and Approximate Moreau Enhanced Penalties Towards Global Optimality. 514-527 - Abdolreza Mohammadi
, Domenico Ciuonzo
, Ali Khazaee
, Pierluigi Salvo Rossi
:
Generalized Locally Most Powerful Tests for Distributed Sparse Signal Detection. 528-542 - Aref Einizade
, Sepideh Hajipour Sardouie
:
A Unified Approach for Simultaneous Graph Learning and Blind Separation of Graph Signal Sources. 543-555 - Fei Han
, Zidong Wang
, Hongli Dong
, Fuad E. Alsaadi
, Khalid Hamed Alharbi:
A Local Approach to Distributed $H_{\infty }$-Consensus State Estimation Over Sensor Networks Under Hybrid Attacks: Dynamic Event-Triggered Scheme. 556-570 - Prosha Rahman
, Boris Beranger
, Scott A. Sisson
, Matthew Roughan
:
Likelihood-Based Inference for Modelling Packet Transit From Thinned Flow Summaries. 571-583 - Fan Wang
, Zidong Wang
, Jinling Liang
, Steven X. Ding
:
Recursive Distributed Filter Design for 2-D Systems Over Sensor Networks: On Component-Based, Node-Wise and Dynamic Event-Triggered Scheme. 584-596 - Yi Su, Jan Hannig
, Thomas C. M. Lee
:
Uncertainty Quantification in Graphon Estimation Using Generalized Fiducial Inference. 597-609 - Cheng Fang
, Zhixiong Yang, Waheed U. Bajwa
:
BRIDGE: Byzantine-Resilient Decentralized Gradient Descent. 610-626 - Qingguo Lü
, Xiaofeng Liao
, Shaojiang Deng
, Huaqing Li
:
A Decentralized Stochastic Algorithm for Coupled Composite Optimization With Linear Convergence. 627-640 - Pengfei Ni, Rang Liu
, Ming Li
, Qian Liu
:
User Association and Hybrid Beamforming Designs for Cooperative mmWave MIMO Systems. 641-654 - Or Ohev Shalom, Amir Leshem
, Anna Scaglione
:
Localization of Data Injection Attacks on Distributed M-Estimation. 655-669 - Ru Geng
, Yixian Gao, Hongkun Zhang
, Jian Zu
:
Analysis of the Spatio-Temporal Dynamics of COVID-19 in Massachusetts via Spectral Graph Wavelet Theory. 670-683 - Weilu Chen
, Jun Hu
, Xiaoyang Yu
, Dongyan Chen
, Zhihui Wu
:
Robust Fault Detection for Uncertain Delayed Systems With Measurement Outliers Under Stochastic Communication Protocol. 684-701 - Yinqiu Xia, Chengpu Yu
, Chengyang He
:
An Exploratory Distributed Localization Algorithm Based on 3D Barycentric Coordinates. 702-712 - Makan Zamanipour
:
Novel Information-Theoretic Game-Theoretical Insights to Broadcasting. 713-725 - Xiaoyu Miao
, Aimin Jiang
, Tao Liu, Yanping Zhu
, Hon Keung Kwan
:
Kernel Regression for Matrix-Variate Gaussian Distributed Signals Over Sample Graphs. 726-738 - Yuejiang Li
, H. Vicky Zhao
, Yan Chen
:
Graphical Evolutionary Game Theoretic Modeling of Strategy Evolution Over Heterogeneous Networks. 739-754 - Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic:
A Hessian Inversion-Free Exact Second Order Method for Distributed Consensus Optimization. 755-770 - Martin Gölz
, Abdelhak M. Zoubir
, Visa Koivunen:
Multiple Hypothesis Testing Framework for Spatial Signals. 771-787 - Elie Chedemail, Basile de Loynes, Fabien Navarro
, Baptiste Olivier:
Large Graph Signal Denoising With Application to Differential Privacy. 788-798 - Akihito Taya
, Takayuki Nishio
, Masahiro Morikura
, Koji Yamamoto
:
Decentralized and Model-Free Federated Learning: Consensus-Based Distillation in Function Space. 799-814 - Xiaoming Wang
, Gaoxiang Sun, Yuanxue Xin
, Ting Liu, Youyun Xu
:
Deep Transfer Reinforcement Learning for Beamforming and Resource Allocation in Multi-Cell MISO-OFDMA Systems. 815-829 - Yang Li
, Gonzalo Mateos
, Zhengwu Zhang:
Learning to Model the Relationship Between Brain Structural and Functional Connectomes. 830-843 - Xiaocheng Zhang, Wenchao Xue
, Xingkang He, Haitao Fang
:
Distributed Filter With Biased Measurements: A Scalable Bias-Correction Approach. 844-854 - Wasim Huleihel
:
Inferring Hidden Structures in Random Graphs. 855-867 - Li Li
, Mingyang Fan, Yuanqing Xia
, Qing Geng
:
Dynamic Event-Triggered Feedback Fusion Estimation for Nonlinear Multi-Sensor Systems With Auto/Cross-Correlated Noises. 868-882 - Yang Liu, Zidong Wang
, Cunjia Liu
, Matthew Coombes
, Wen-Hua Chen
:
Auxiliary Particle Filtering Over Sensor Networks Under Protocols of Amplify-and-Forward and Decode-and-Forward Relays. 883-893 - Bishwadeep Das
, Alan Hanjalic
, Elvin Isufi
:
Task-Aware Connectivity Learning for Incoming Nodes Over Growing Graphs. 894-906 - Chunyu Wu
, Xudong Zhao
, Chengchao Li, Ning Zhao
:
Controller Synthesis of Asynchronous Periodic Event-Triggered Networked Control Systems Subject to Quantization Effects. 907-919 - Yajuan Liu
, Jiayu Li, Fang Fang
, Ju H. Park
:
Further Studies on Sampled-Data Consensus of Multi-Agent Systems With Communication Delays. 920-931 - Amrita Mukherjee
, Pratik Chakraborty
, Shankar Prakriya
, Ashis Kumar Mal:
Cooperative Mode Switching-Based Cognitive NOMA With Transmit Antenna and User Selection. 932-945 - Valentina Shumovskaia
, Konstantinos Ntemos
, Stefan Vlaski
, Ali H. Sayed
:
Explainability and Graph Learning From Social Interactions. 946-959 - Eweda Eweda
, José Carlos M. Bermudez
, Neil J. Bershad
:
Analysis of a Diffusion LMS Algorithm With Communication Delays for Cyclostationary White Gaussian Inputs. 960-972 - Liyan Chen
, Samuel Cheng
, Vladimir Stankovic
, Lina Stankovic
, Qingjiang Shi
:
How Likely is a Random Network Graph Shift-Enabled? 973-982 - Yicheng Chen
, Rick S. Blum
, Brian M. Sadler
:
Communication-Efficient Federated Learning Using Censored Heavy Ball Descent. 983-996 - Jonghoek Kim
:
Surface Target Tracking Using Towed Array Sonars With Direct and Bottom Bounce Underwater Sound Signals. 997-1007 - Phani Swecha Tadepalli
, Deepak Pullaguram
:
Distributed Control Microgrids: Cyber-Attack Models, Impacts and Remedial Strategies. 1008-1023 - Yao Zou
, Zongyu Zuo
, Kewei Xia
, Michael V. Basin
:
Saturated Sampled-Data Distributed Control for Interval Consensus of Multi-Agent Systems. 1024-1036 - Yu-Chi Chen
, Che-Chia Chang, Chang-Ching Hung, Jian-Feng Lin, Song-Yi Hsu:
SecDT: Privacy-Preserving Outsourced Decision Tree Classification Without Polynomial Forms in Edge-Cloud Computing. 1037-1048 - Haiyu Song
, Hongyi Yao, Peng Shi
, Dan Zhang
, Li Yu
:
Distributed Secure State Estimation of Multi-Sensor Systems Subject to Two-Channel Hybrid Attacks. 1049-1058
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