The IEEE Transactions on Signal Processing covers novel theory, algorithms, performance analyses and applications of techniques for the processing, understanding, learning, retrieval, mining, and extraction of information from signals. The term “signal” includes, among others, audio, video, speech, image, communication, geophysical, sonar, radar, medical and musical signals. Examples of topics of interest include, but are not limited to, information processing and the theory and application of filtering, coding, transmitting, estimating, detecting, analyzing, recognizing, synthesizing, recording, and reproducing signals.
IEEE Transactions on Signal Processing涵盖了信号处理、理解、学习、检索、挖掘和提取信息的新理论、算法、性能分析和技术应用。术语“信号”尤其包括音频、视频、语音、图像、通信、地球物理、声纳、雷达、医学和音乐信号。感兴趣的主题的示例包括但不限于信息处理以及滤波、编码、传输、估计、检测、分析、识别、合成、记录和再现信号的理论和应用。
Iterative Channel Estimation Using LSE and Sparse Message Passing for MmWave MIMO Systems
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2018.2879620
Off-Grid DOA Estimation Using Sparse Bayesian Learning in MIMO Radar With Unknown Mutual Coupling
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2018.2881663
A Large Dimensional Analysis of Least Squares Support Vector Machines
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2018.2889954
Computationally Efficient Multi-Agent Multi-Object Tracking With Labeled Random Finite Sets
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2018.2880704
A Family of Hybrid Analog–Digital Beamforming Methods for Massive MIMO Systems
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2911255
Quasi-Static and Time-Selective Channel Estimation for Block-Sparse Millimeter Wave Hybrid MIMO Systems: Sparse Bayesian Learning (SBL) Based Approaches
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2018.2890058
Learning Tensors From Partial Binary Measurements
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2018.2879031
A Framework on Hybrid MIMO Transceiver Design Based on Matrix-Monotonic Optimization
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2912833
Randomized Two-Timescale Hybrid Precoding for Downlink Multicell Massive MIMO Systems
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2926017
Semiparametric Inference and Lower Bounds for Real Elliptically Symmetric Distributions
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2018.2880724
Trajectory PHD and CPHD Filters
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2943234
New Robust Statistics for Change Detection in Time Series of Multivariate SAR Images
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2018.2883011
Co-Design for Overlaid MIMO Radar and Downlink MISO Communication Systems via Cramér–Rao Bound Minimization
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2952048
Beam Squint and Channel Estimation for Wideband mmWave Massive MIMO-OFDM Systems
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2949502
A Hilbert Space Theory of Generalized Graph Signal Processing
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2952055
Sequential Anomaly Detection Under a Nonlinear System Cost
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2918981
Adaptive Radar Detection in Gaussian Disturbance With Structured Covariance Matrix via Invariance Theory
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2941119
Alternating Iteratively Reweighted Least Squares Minimization for Low-Rank Matrix Factorization
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2018.2883921
Omnidirectional Precoding for Massive MIMO With Uniform Rectangular Array—Part I: Complementary Codes-Based Schemes
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2931205
Privacy Preserving Collaborative Computing: Heterogeneous Privacy Guarantee and Efficient Incentive Mechanism
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2018.2880722
Detecting Approximate Reflection Symmetry in a Point Set Using Optimization on Manifold
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2893835
Secrecy Analyses of a Full-Duplex MIMOME Network
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2949501
Frequency Synchronization for Uplink Massive MIMO With Adaptive MUI Suppression in Angle Domain
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2901344
Automatic Recognition of General LPI Radar Waveform Using SSD and Supplementary Classifier
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2918983
Extended-Object or Group-Target Tracking Using Random Matrix With Nonlinear Measurements
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2935866
Offset-Based Beamforming: A New Approach to Robust Downlink Transmission
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2018.2879049
Exploiting Prior Information in Block-Sparse Signals
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2931209
Projected Stochastic Primal-Dual Method for Constrained Online Learning With Kernels
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2907265
Distributed Solution of Large-Scale Linear Systems via Accelerated Projection-Based Consensus
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2917855
Minimax Optimal Algorithms for Adversarial Bandit Problem With Multiple Plays
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2928952
On the Two-User MISO Interference Channel With Single-User Decoding: Impact of Imperfect CSIT and Channel Dimension Reduction
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2905820
Fostering and Sustaining Sport Psychology Professional Quality of Life: The Perspectives of Senior-Level, Experienced Sport Psychology Practitioners
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1123/TSP.2017-0140
Measurement Bounds for Observability of Linear Dynamical Systems Under Sparsity Constraints
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2899812
Fast and Provable Algorithms for Learning Two-Layer Polynomial Neural Networks
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2916743
A Mental Warm-Up for Athletes
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1123/TSP.2018-0120
Edge Exclusion Tests for Improper Complex Gaussian Graphical Model Selection
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2916068
Probing High-Order Dependencies With Information Theory
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2920472
Stability Bound of the Initial Mean-Square Deviation of High-Order Stochastic Gradient Adaptive Filtering Algorithms
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2926018
Distributed Estimation in the Presence of Strategic Data Sources
来源期刊：ArXivDOI：10.1109/TSP.2019.2954974
Direct Position Determination Sensitivity to NLOS Propagation Effects on Doppler-Shift
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2923152
Scalable Mean-Field Sparse Bayesian Learning
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2954504
“. . . Didn’t Only Change My Coaching, Changed My Life”: Coaches’ Use of Sport Psychology for Their Own Development and Performance
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1123/TSP.2018-0061
The Role of Team Captains in Integrating Positive Teammate Psychological Development in High-Performance Sport
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1123/TSP.2017-0135
Dynamic Models and Representations of Reciprocal and Other Gaussian Conditionally Markov Sequences
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/tsp.2019.2919410
Energy-Efficient Beamforming Design for MU-MISO Mixed RF/VLC Heterogeneous Wireless Networks
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2920612
Greedy Kernel Change-Point Detection
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2953670
Inhomogeneous Template Adaptation of Temporal Quasi-Periodic Three-Dimensional Signals
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2951229
Robust Beamforming Design for MISO Bursty Interference Channels Under Traffic Uncertainties
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2892022
Low Complexity and High-Resolution Line Spectral Estimation Using Cyclic Minimization
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2953582
Classical Multidimensional Scaling: A Subspace Perspective, Over-Denoising, and Outlier Detection
来源期刊：IEEE Transactions on Signal ProcessingDOI：10.1109/TSP.2019.2922167
