The IEEE Transactions on Signal and Information Processing over Networks publishes high-quality papers that extend the classical notions of processing of signals defined over vector spaces (e.g. time and space) to processing of signals and information (data) defined over networks, potentially dynamically varying. In signal processing over networks, the topology of the network may define structural relationships in the data, or may constrain processing of the data. Topics include distributed algorithms for filtering, detection, estimation, adaptation and learning, model selection, data fusion, and diffusion or evolution of information over such networks, and applications of distributed signal processing.
IEEE Transactions on Signal and Information Processing over Networks发表了一些高质量的论文，这些论文将在向量空间（例如时间和空间）上定义的信号处理的经典概念扩展到在潜在动态变化的网络上定义的信号和信息（数据）的处理。在网络上的信号处理中，网络的拓扑可以定义数据中的结构关系，或者可以约束数据的处理。主题包括用于过滤、检测、估计、自适应和学习、模型选择、数据融合和信息在这样的网络上的扩散或演变的分布式算法，以及分布式信号处理的应用。
A Unification and Generalization of Exact Distributed First-Order Methods
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2846183
Automatic Modulation Classification Using Convolutional Neural Network With Features Fusion of SPWVD and BJD
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2019.2900201
ByRDiE: Byzantine-Resilient Distributed Coordinate Descent for Decentralized Learning
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2019.2928176
Privacy-Preserving Average Consensus: Privacy Analysis and Algorithm Design
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2866342
Filter Design for Autoregressive Moving Average Graph Filters
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2854627
Feedback-Based Target Localization in Underwater Sensor Networks: A Multisensor Fusion Approach
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2866335
Graph Learning From Filtered Signals: Graph System and Diffusion Kernel Identification
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2872157
Derivation and Analysis of the Primal-Dual Method of Multipliers Based on Monotone Operator Theory
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2876754
Real-Time Cooperative Analytics for Ambient Noise Tomography in Sensor Networks
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2876751
On the Q-Linear Convergence of Distributed Generalized ADMM Under Non-Strongly Convex Function Components
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2019.2892055
Widely Linear Complex-Valued Diffusion Subband Adaptive Filter Algorithm
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2873242
Non-Fragile Distributed Fault Estimation for a Class of Nonlinear Time-Varying Systems Over Sensor Networks: The Finite-Horizon Case
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2854669
Sampling of Graph Signals via Randomized Local Aggregations
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2869354
Influence Maximization Over Markovian Graphs: A Stochastic Optimization Approach
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2832011
On Bayesian Fisher Information Maximization for Distributed Vector Estimation
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2019.2928093
A Bayesian Algorithm for Distributed Network Localization Using Distance and Direction Data
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/tsipn.2018.2882922
Analysis and Design of Robust Max Consensus for Wireless Sensor Networks
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2019.2945639
Blue-Noise Sampling on Graphs
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/tsipn.2019.2922852
Stochastic Optimization From Distributed Streaming Data in Rate-Limited Networks
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2866320
Hierarchical Signal Processing for Tractable Power Flow Management in Electric Grid Networks
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2858750
Joint Sparsity Pattern Recovery With 1-b Compressive Sensing in Distributed Sensor Networks
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2838038
Cooperative Localization in Hybrid Infrared/Visible Light Networks: Theoretical Limits and Distributed Algorithms
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2866344
Improved Bounds for Max Consensus in Wireless Networks
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2866322
Diffusion Minimum Generalized Rank Norm Over Distributed Adaptive Networks: Formulation and Performance Analysis
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2019.2932686
Distributed Bernoulli Filtering Using Likelihood Consensus
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2881718
Event-Triggered Distributed Multitarget Tracking
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2019.2924196
Online Sparse Multi-Output Gaussian Process Regression and Learning
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2885925
Distributed Estimation From Relative Measurements of Heterogeneous and Uncertain Quality
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2869117
Fusion Rules for Distributed Detection in Clustered Wireless Sensor Networks With Imperfect Channels
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2019.2901198
On Reducing the Communication Cost of the Diffusion LMS Algorithm
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2863218
On the Distributed Method of Multipliers for Separable Convex Optimization Problems
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2019.2901649
Data Fusion in the Air With Non-Identical Wireless Sensors
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2019.2928175
Position-Constrained Stochastic Inference for Cooperative Indoor Localization
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2019.2897214
Graph-Based Compression for Distributed Particle Filters
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2890231
Dynamic Average Diffusion With Randomized Coordinate Updates
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2019.2942191
Pricing and Selection of Channels for Remote State Estimation Using a Stackelberg Game Framework
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2019.2932684
Identifying Influential Links for Event Propagation on Twitter: A Network of Networks Approach
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2866318
Decentralized Topology Reconfiguration in Multiphase Distribution Networks
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2019.2901171
Optimum Distributed Estimation of a Spatially Correlated Random Field
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2019.2942192
Cross-Layer MAC Protocol for Unbiased Average Consensus Under Random Interference
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2873070
Online Contextual Influence Maximization With Costly Observations
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2866334
Adaptive Polling in Hierarchical Social Networks Using Blackwell Dominance
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2019.2918442
Using Social Network Information in Community-Based Bayesian Truth Discovery
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2019.2914610
Adaptive Medium Access Control for Distributed Processing in Wireless Sensor Networks
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2866324
Detecting and Tracking Community Structure in Temporal Networks: A Low-Rank + Sparse Estimation Based Evolutionary Clustering Approach
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2019.2942176
Integrating PHY Security Into NDN-IoT Networks By Exploiting MEC: Authentication Efficiency, Robustness, and Accuracy Enhancement
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2019.2932678
Distributionally Robust Radio Frequency Localization
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2885929
Distributed Robust Bayesian Filtering for State Estimation
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2889579
Expander Recovery Performance of Bipartite Graphs With Girth Greater Than 4
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2018.2889229
Managing Information Constraints Over Networks Through the Lens of Configuration Functions
来源期刊：IEEE Transactions on Signal and Information Processing over NetworksDOI：10.1109/TSIPN.2019.2936357
