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IEEE Transactions on Signal Processing
第 2020 期论文
IEEE Transactions on Signal Processing
(TSP)
-
论文列表
点击这里查看 IEEE Transactions on Signal Processing 的JCR分区、影响因子等信息
卷期号:
68
发布时间:
卷期年份:
2020
卷期官网:
https://ieeexplore.ieee.org/xpl/tocresult.jsp?isnumber=8933520&issue_denial=true&userType=&issue_login=true
本期论文列表
IEEE Signal Processing Society
原文链接
谷歌学术
必应学术
百度学术
Table of Contents
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谷歌学术
必应学术
百度学术
Table of Contents [EDICS]
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谷歌学术
必应学术
百度学术
Tensor Completion From Regular Sub-Nyquist Samples
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谷歌学术
必应学术
百度学术
On the Sample Complexity of Graphical Model Selection From Non-Stationary Samples
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谷歌学术
必应学术
百度学术
Learning Mixtures of Separable Dictionaries for Tensor Data: Analysis and Algorithms
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谷歌学术
必应学术
百度学术
A Block Sparsity Based Estimator for mmWave Massive MIMO Channels With Beam Squint
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谷歌学术
必应学术
百度学术
Performance Analysis of Deficient Length Quaternion Least Mean Square Adaptive Filters
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谷歌学术
必应学术
百度学术
Robust Two-Stage Reduced-Dimension Sparsity-Aware STAP for Airborne Radar With Coprime Arrays
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谷歌学术
必应学术
百度学术
CSI-Independent Non-Linear Signal Detection in Molecular Communications
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谷歌学术
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百度学术
Multi-Channel Factor Analysis With Common and Unique Factors
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谷歌学术
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百度学术
Invariance-Preserving Localized Activation Functions for Graph Neural Networks
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谷歌学术
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百度学术
A Novel Algorithm for Optimal Placement of Multiple Inertial Sensors to Improve the Sensing Accuracy
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谷歌学术
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百度学术
Gaussian Conditionally Markov Sequences: Dynamic Models and Representations of Reciprocal and Other Classes
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谷歌学术
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百度学术
Two-Step Codeword Design for Millimeter Wave Massive MIMO Systems With Quantized Phase Shifters
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谷歌学术
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百度学术
Robust Matrix Completion via Maximum Correntropy Criterion and Half-Quadratic Optimization
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谷歌学术
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百度学术
Un-Rectifying Non-Linear Networks for Signal Representation
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谷歌学术
必应学术
百度学术
Robust Beamforming for NOMA-Based Cellular Massive IoT With SWIPT
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谷歌学术
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百度学术
LDA via L1-PCA of Whitened Data
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谷歌学术
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百度学术
Computationally Efficient Distributed Multi-Sensor Fusion With Multi-Bernoulli Filter
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谷歌学术
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百度学术
On Low-Complexity Lattice Reduction Algorithms for Large-Scale MIMO Detection: The Blessing of Sequential Reduction
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谷歌学术
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百度学术
Robust Cell-Load Learning With a Small Sample Set
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谷歌学术
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Precise 3-D GNSS Attitude Determination Based on Riemannian Manifold Optimization Algorithms
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谷歌学术
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A Spatial–Temporal Subspace-Based Compressive Channel Estimation Technique in Unknown Interference MIMO Channels
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谷歌学术
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百度学术
Nonlinear Filtering With Variable Bandwidth Exponential Kernels
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谷歌学术
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A Tensor-Based Approach to Joint Channel Estimation/Data Detection in Flexible Multicarrier MIMO Systems
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谷歌学术
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百度学术
Cramér-Rao Bound for DOA Estimators Under the Partial Relaxation Framework: Derivation and Comparison
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谷歌学术
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百度学术
Dynamic Sensor Subset Selection for Centralized Tracking of an IID Process
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谷歌学术
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百度学术
Guaranteed Recovery of One-Hidden-Layer Neural Networks via Cross Entropy
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谷歌学术
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Intelligent Reflecting Surface Aided Multigroup Multicast MISO Communication Systems
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谷歌学术
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Safe Squeezing for Antisparse Coding
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谷歌学术
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百度学术
Distributed Clustering Algorithm in Sensor Networks via Normalized Information Measures
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谷歌学术
必应学术
百度学术
Novel Short-Time Fractional Fourier Transform: Theory, Implementation, and Applications
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谷歌学术
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百度学术
Decentralized Multi-Agent Stochastic Optimization With Pairwise Constraints and Quantized Communications
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谷歌学术
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百度学术
Parametric Signal Estimation Using the Cumulative Distribution Transform
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谷歌学术
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A Provably Communication-Efficient Asynchronous Distributed Inference Method for Convex and Nonconvex Problems
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谷歌学术
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Bayes-Optimal MMSE Detector for Massive MIMO Relaying With Low-Precision ADCs/DACs
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谷歌学术
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A Method for Reducing the Performance Gap Between Non-Coherent and Coherent Sub-Arrays
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谷歌学术
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Nearly Optimal Adaptive Sequential Tests for Object Detection
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谷歌学术
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百度学术
AOA Pseudolinear Target Motion Analysis in the Presence of Sensor Location Errors
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谷歌学术
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百度学术
Blind Audio Source Separation With Minimum-Volume Beta-Divergence NMF
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谷歌学术
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百度学术
Analyzing Upper Bounds on Mean Absolute Errors for Deep Neural Network-Based Vector-to-Vector Regression
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谷歌学术
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百度学术
MAJoRCom: A Dual-Function Radar Communication System Using Index Modulation
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谷歌学术
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百度学术
Stabilization of a Modified LMS Algorithm for Canceling Nonlinear Memory Effects
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谷歌学术
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百度学术
Improved Most Likely Heteroscedastic Gaussian Process Regression via Bayesian Residual Moment Estimator
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谷歌学术
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百度学术
Frequency-Domain Prony Method for Autoregressive Model Identification and Sinusoidal Parameter Estimation
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谷歌学术
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百度学术
An Interference-Tolerant Algorithm for Wide-Band Moving Source Passive Localization
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谷歌学术
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百度学术
Distributed Constrained Online Learning
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谷歌学术
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百度学术
Distributed Compressive Sensing: Performance Analysis With Diverse Signal Ensembles
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谷歌学术
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百度学术
NEWMA: A New Method for Scalable Model-Free Online Change-Point Detection
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谷歌学术
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百度学术
Beamspace Direct Localization for Large-Scale Antenna Array Systems
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谷歌学术
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百度学术
A Unified Probabilistic View on Spatially Informed Source Separation and Extraction Based on Independent Vector Analysis
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谷歌学术
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百度学术
Robust Multichannel Linear Prediction for Online Speech Dereverberation Using Weighted Householder Least Squares Lattice Adaptive Filter
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谷歌学术
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百度学术
Efficient Low-Rank Approximation of Matrices Based on Randomized Pivoted Decomposition
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谷歌学术
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百度学术
Exploring Positive Noise in Estimation Theory
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谷歌学术
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百度学术
Digital Predistortion for Multiuser Hybrid MIMO at mmWaves
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谷歌学术
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Quadratic Optimization for Unimodular Sequence Design via an ADPM Framework
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谷歌学术
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An Enhanced Spatial Smoothing Technique With ESPRIT Algorithm for Direction of Arrival Estimation in Coherent Scenarios
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谷歌学术
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Unified and Self-Stabilized Parallel Algorithm for Multiple Generalized Eigenpairs Extraction
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谷歌学术
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Spectrum Cartography via Coupled Block-Term Tensor Decomposition
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谷歌学术
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Hybrid Block Successive Approximation for One-Sided Non-Convex Min-Max Problems: Algorithms and Applications
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谷歌学术
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Cost-Aware Cascading Bandits
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谷歌学术
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百度学术
Efficient Least Residual Greedy Algorithms for Sparse Recovery
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谷歌学术
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Sub-Nyquist Spectrum Sensing of Sparse Wideband Signals Using Low-Density Measurement Matrices
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谷歌学术
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Multi-Group Multicast Beamforming: Optimal Structure and Efficient Algorithms
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谷歌学术
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Denial-of-Service Attacks on Communication Systems: Detectability and Jammer Knowledge
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谷歌学术
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Binary Sequence Set Design for Interferer Rejection in Multi-Branch Modulation
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谷歌学术
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A Variational Bayes Approach to Adaptive Radio Tomography
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谷歌学术
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Learning to Bound the Multi-Class Bayes Error
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谷歌学术
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百度学术
Efficient Estimation of Graph Signals With Adaptive Sampling
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谷歌学术
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Fixed-Point Minimum Error Entropy With Fiducial Points
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谷歌学术
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百度学术
Deterministic Completion of Rectangular Matrices Using Asymmetric Ramanujan Graphs: Exact and Stable Recovery
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谷歌学术
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百度学术
Model-Based Robust Filtering and Experimental Design for Stochastic Differential Equation Systems
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谷歌学术
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Bayesian Nonnegative Matrix Factorization With Dirichlet Process Mixtures
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谷歌学术
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Online Data Dimensionality Reduction and Reconstruction Using Graph Filtering
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谷歌学术
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A Globally Optimal Energy-Efficient Power Control Framework and Its Efficient Implementation in Wireless Interference Networks
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谷歌学术
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CFAR Feature Plane: A Novel Framework for the Analysis and Design of Radar Detectors
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谷歌学术
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A Metric on the Space of Finite Sets of Trajectories for Evaluation of Multi-Target Tracking Algorithms
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谷歌学术
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百度学术
Joint Transmit Beamforming for Multiuser MIMO Communications and MIMO Radar
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谷歌学术
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IIR Filtering on Graphs With Random Node-Asynchronous Updates
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谷歌学术
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Random Access Communication for Wireless Control Systems With Energy Harvesting Sensors
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谷歌学术
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Convergence of Distributed Stochastic Variance Reduced Methods Without Sampling Extra Data
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谷歌学术
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Doppler Shifting Technique for Generating Multi-Frames of Video SAR via Sub-Aperture Signal Processing
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谷歌学术
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Reliable Recovery of Hierarchically Sparse Signals for Gaussian and Kronecker Product Measurements
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谷歌学术
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Greedy Algorithms for Sparse and Positive Signal Recovery Based on Bit-Wise MAP Detection
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谷歌学术
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Understanding the Quintile Portfolio
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Novel Fractional Wavelet Packet Transform: Theory, Implementation, and Applications
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Optimal Resource Allocation for Asynchronous Multiple Targets Tracking in Heterogeneous Radar Networks
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Differential Private Noise Adding Mechanism and Its Application on Consensus Algorithm
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Prospect Theory Based Crowdsourcing for Classification in the Presence of Spammers
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谷歌学术
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Low-Complexity On-Demand Reconstruction for Compressively Sensed Problematic Signals
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谷歌学术
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Penalty Dual Decomposition Method for Nonsmooth Nonconvex Optimization—Part I: Algorithms and Convergence Analysis
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谷歌学术
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百度学术
Persymmetric Adaptive Detection of Distributed Targets With Unknown Steering Vectors
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谷歌学术
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百度学术
Estimation of Dynamically Varying Support of Sparse Signals via Sequential Monte-Carlo Method
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谷歌学术
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Fractional Spectrum Analysis for Nonuniform Sampling in the Presence of Clock Jitter and Timing Offset
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谷歌学术
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百度学术
Distributed Separated-Decorrelation LMS Algorithms Over Sensor Networks With Noisy Inputs
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谷歌学术
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百度学术
Non-Bayesian Social Learning With Uncertain Models
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谷歌学术
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Parametric Sparse Bayesian Dictionary Learning for Multiple Sources Localization With Propagation Parameters Uncertainty
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谷歌学术
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百度学术
Learning Latent Features With Pairwise Penalties in Low-Rank Matrix Completion
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谷歌学术
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百度学术
Privacy-Preserving Distributed Machine Learning via Local Randomization and ADMM Perturbation
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谷歌学术
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百度学术
Penalty Dual Decomposition Method for Nonsmooth Nonconvex Optimization—Part II: Applications
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谷歌学术
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百度学术
Performance Bounds for Complex-Valued Independent Vector Analysis
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谷歌学术
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Compressive Sensing Using Iterative Hard Thresholding With Low Precision Data Representation: Theory and Applications
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谷歌学术
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A Simple Derivation of AMP and its State Evolution via First-Order Cancellation
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谷歌学术
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A New Atomic Norm for DOA Estimation With Gain-Phase Errors
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谷歌学术
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Radar Adaptive Detection Architectures for Heterogeneous Environments
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谷歌学术
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Asymptotic Performance of Discrete-Valued Vector Reconstruction via Box-Constrained Optimization With Sum of $\ell _{1}$ Regularizers
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谷歌学术
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Bayesian Spatial Field Reconstruction With Unknown Distortions in Sensor Networks
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谷歌学术
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On the Influence of Bias-Correction on Distributed Stochastic Optimization
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谷歌学术
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Efficient Attributed Scatter Center Extraction Based on Image-Domain Sparse Representation
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谷歌学术
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Multitaper Analysis of Semi-Stationary Spectra From Multivariate Neuronal Spiking Observations
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谷歌学术
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百度学术
Generating Sparse Stochastic Processes Using Matched Splines
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谷歌学术
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百度学术
Sparse Robust Learning From Flipped Bits
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谷歌学术
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百度学术
Graph Fourier Transform: A Stable Approximation
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谷歌学术
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Multistatic Moving Object Localization by a Moving Transmitter of Unknown Location and Offset
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谷歌学术
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A Second-Order Method for Fitting the Canonical Polyadic Decomposition With Non-Least-Squares Cost
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谷歌学术
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Can Primal Methods Outperform Primal-Dual Methods in Decentralized Dynamic Optimization?
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谷歌学术
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The Autoregressive Linear Mixture Model: A Time-Series Model for an Instantaneous Mixture of Network Processes
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谷歌学术
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Blind Interference Alignment With ISI: A New Look at OFDM for $K$-User Interference Channels
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谷歌学术
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Algorithms for Globally-Optimal Secure Signaling Over Gaussian MIMO Wiretap Channels Under Interference Constraints
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谷歌学术
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百度学术
Identifying Cognitive Radars - Inverse Reinforcement Learning Using Revealed Preferences
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谷歌学术
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Continuous-Domain Signal Reconstruction Using $L_{p}$-Norm Regularization
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谷歌学术
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MM-GLMB Filter-Based Sensor Control for Tracking Multiple Maneuvering Targets Hidden in the Doppler Blind Zone
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谷歌学术
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百度学术
Localized Analysis of Signals on the Sphere Over Polygon Regions
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谷歌学术
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Federated Variance-Reduced Stochastic Gradient Descent With Robustness to Byzantine Attacks
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谷歌学术
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Padded Coprime Arrays for Improved DOA Estimation: Exploiting Hole Representation and Filling Strategies
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谷歌学术
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百度学术
A Deterministic Theory for Exact Non-Convex Phase Retrieval
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谷歌学术
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百度学术
Identifiability Conditions for Compressive Multichannel Blind Deconvolution
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谷歌学术
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Diffusion Average-Estimate Bias-Compensated LMS Algorithms Over Adaptive Networks Using Noisy Measurements
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谷歌学术
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On the Resolution Probability of Conditional and Unconditional Maximum Likelihood DoA Estimation
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谷歌学术
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An Algebraic Closed-Form Solution for Bearings-Only Maneuvering Target Motion Analysis From a Nonmaneuvering Platform
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谷歌学术
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百度学术
Deep Neural Networks With Trainable Activations and Controlled Lipschitz Constant
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谷歌学术
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百度学术
Constructions of Cross Z-Complementary Pairs With New Lengths
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谷歌学术
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Subspace-Based Near-Field Source Localization in Unknown Spatially Nonuniform Noise Environment
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谷歌学术
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百度学术
Deeply-Sparse Signal rePresentations (D$\text{S}^2$P)
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谷歌学术
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百度学术
Change Detection in Complex Dynamical Systems Using Intrinsic Phase and Amplitude Synchronization
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A Statistical Time-Frequency Model for Non-stationary Time Series Analysis
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谷歌学术
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Convolution Idempotents With a Given Zero-Set
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谷歌学术
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百度学术
Solving Complex Quadratic Systems With Full-Rank Random Matrices
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谷歌学术
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Sparse Array Design via Fractal Geometries
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谷歌学术
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百度学术
Duhamel/Hollmann-Like Discrete Fourier Transform Algorithm With the Smallest Multiplicative Complexity Over a Finite Field
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谷歌学术
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百度学术
Online Trajectory Optimization Using Inexact Gradient Feedback for Time-Varying Environments
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谷歌学术
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百度学术
Localization of a Moving Source by Frequency Measurements
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谷歌学术
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百度学术
Decentralized Accelerated Gradient Methods With Increasing Penalty Parameters
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谷歌学术
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百度学术
Bayesian Methods for Multiple Change-Point Detection With Reduced Communication
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谷歌学术
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Double-Talk Robust Multichannel Acoustic Echo Cancellation Using Least-Squares MIMO Adaptive Filtering: Transversal, Array, and Lattice Forms
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Majorization-Minimization Aided Hybrid Transceivers for MIMO Interference Channels
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On the Max-Min Fairness of Beamspace MIMO-NOMA
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Trajectory Poisson Multi-Bernoulli Filters
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Modeling of Spatio-Temporal Hawkes Processes With Randomized Kernels
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Estimation of Sinusoidal Frequency-Modulated Signal Parameters by Two Branches and Two Stages
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Security-Enhanced Filter Design for Stochastic Systems under Malicious Attack via Smoothed Signal Model and Multiobjective Estimation Method
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Inverse Filtering for Hidden Markov Models With Applications to Counter-Adversarial Autonomous Systems
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Robust Semiparametric Efficient Estimators in Complex Elliptically Symmetric Distributions
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Exact Blind Community Detection From Signals on Multiple Graphs
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Signal-Dependent Performance Analysis of Orthogonal Matching Pursuit for Exact Sparse Recovery
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Subspace Clustering Without Knowing the Number of Clusters: A Parameter Free Approach
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Tune Smarter Not Harder: A Principled Approach to Tuning Learning Rates for Shallow Nets
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Two Dimensional Efficient Multiplier-Less Structures of Möbius Function for Ramanujan Filter Banks
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A Framework of Robust Transmission Design for IRS-Aided MISO Communications With Imperfect Cascaded Channels
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Extended Object Tracking Using Random Matrix With Skewness
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Multi-Set Low-Rank Factorizations With Shared and Unshared Components
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Robust Adaptive Beamforming Based on Linearly Modified Atomic-Norm Minimization With Target Contaminated Data
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Action-Manipulation Attacks Against Stochastic Bandits: Attacks and Defense
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Topological Sweep for Multi-Target Detection of Geostationary Space Objects
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Adaptive Persymmetric Subspace Detectors in the Partially Homogeneous Environment
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Stereo Acoustic Echo Cancellation Based on Maximum Likelihood Estimation With Inter-Channel-Correlated Echo Compensation
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Distributed Multi-Sensor Fusion of PHD Filters With Different Sensor Fields of View
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On DoA Estimation for Rotating Arrays Using Stochastic Maximum Likelihood Approach
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Cramér–Rao Bounds for Complex-Valued Independent Component Extraction: Determined and Piecewise Determined Mixing Models
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Learning Proximal Operator Methods for Nonconvex Sparse Recovery with Theoretical Guarantee
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Linear Multiple Low-Rank Kernel Based Stationary Gaussian Processes Regression for Time Series
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Large Intelligent Surface Aided Physical Layer Security Transmission
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Model-Based Deep Learning for One-Bit Compressive Sensing
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Orthogonal Periodic Sequences for the Identification of Functional Link Polynomial Filters
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Asymptotically Optimal Blind Calibration of Uniform Linear Sensor Arrays for Narrowband Gaussian Signals
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Performance of Analog Beamforming Systems With Optimized Phase Noise Compensation
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Exact and Robust Reconstructions of Integer Vectors Based on Multidimensional Chinese Remainder Theorem (MD-CRT)
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Collaborative Sequential State Estimation Under Unknown Heterogeneous Noise Covariance Matrices
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谷歌学术
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Uniform RIP Conditions for Recovery of Sparse Signals by $\ell _p\,(0< p\leq 1)$ Minimization
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Convolutional Beamspace for Linear Arrays
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Cooperative Detection by Multi-Agent Networks in the Presence of Position Uncertainty
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Perturbed Amplitude Flow for Phase Retrieval
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Practical Dynamic SC-Flip Polar Decoders: Algorithm and Implementation
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An Investigation and Solution of Angle Based Rigid Body Localization
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Random Phaseless Sampling for Causal Signals in Shift-Invariant Spaces: A Zero Distribution Perspective
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谷歌学术
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Erratum to “Polyphase Waveform Design for MIMO Radar Space Time Adaptive Processing” [Mar 20 2143-2154]
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Robust Transceiver Design for AF Asymmetric Two-Way MIMO Relaying
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On the Inclusion and Utilization of Pilot Tones in Unique Word OFDM
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Two-Dimensional $Z$-Complementary Array Code Sets Based on Matrices of Generating Polynomials
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FRI Sensing: Retrieving the Trajectory of a Mobile Sensor From Its Temporal Samples
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New Optimal $Z$-Complementary Code Sets Based on Generalized Paraunitary Matrices
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System Identification of High-Dimensional Linear Dynamical Systems With Serially Correlated Output Noise Components
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Iterative and Adjustable Soft List Decoding for Polar Codes
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Channel Estimation: Unified View of Optimal Performance and Pilot Sequences
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Riemannian Geometric Optimization Methods for Joint Design of Transmit Sequence and Receive Filter on MIMO Radar
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Quaternion-Based Bilinear Factor Matrix Norm Minimization for Color Image Inpainting
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Deviance Tests for Graph Estimation From Multi-Attribute Gaussian Data
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Radio Transient Detection in Radio Astronomical Arrays
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Phase-Only Robust Minimum Dispersion Beamforming
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Stability Properties of Graph Neural Networks
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Multilabel Classification With Multivariate Time Series Predictors
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Multi-Carrier Agile Phased Array Radar
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Maximum Likelihood Detection in the Presence of Non-Gaussian Jamming
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Tractable Inference and Observation Likelihood Evaluation in Latent Structure Influence Models
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Generalized Fixed-Point Continuation Method: Convergence and Application
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Analysis of the SNR Loss Distribution With Covariance Mismatched Training Samples
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Brain Decoding of Viewed Image Categories via Semi-Supervised Multi-View Bayesian Generative Model
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Spatial GNSS Spoofing Against Drone Swarms With Multiple Antennas and Wiener Filter
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Variational Temporal Deep Generative Model for Radar HRRP Target Recognition
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Stability Analysis of $\ell _{0,\infty }$-Norm Based Convolutional Sparse Coding Using Stripe Coherence
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Localization of a Moving Object With Sensors in Motion by Time Delays and Doppler Shifts
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Privacy-Preserving Incremental ADMM for Decentralized Consensus Optimization
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Fusion of Labeled RFS Densities With Minimum Information Loss
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3-D Distributed Localization With Mixed Local Relative Measurements
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An Exact Expectation Model for the LMS Tracking Abilities
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The Vector Poisson Channel: On the Linearity of the Conditional Mean Estimator
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A Note on BIBO Stability
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Widely Linear Quaternion-Valued Least-Mean Kurtosis Algorithm
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Erratum to “Security-Enhanced Filter Design for Stochastic Systems Under Malicious Attack via Smoothed Signal Model and Multiobjective Estimation Method” [20 4971-4986]
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Distributed Coding of Quantized Random Projections
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Variable Step-Size Widely Linear Complex-Valued Affine Projection Algorithm and Performance Analysis
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A Node-Reliability Based CRC-Aided Successive Cancellation List Polar Decoder Architecture Combined With Post-Processing
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Power Allocation Schemes for Uplink Massive MIMO System in the Presence of Imperfect CSI
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Privacy-Preserving Distributed Optimization via Subspace Perturbation: A General Framework
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Wavelet Based Multivariate Signal Denoising Using Mahalanobis Distance and EDF Statistics
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Distributed Approximate Newton's Method Robust to Byzantine Attackers
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Configuration Optimization and Channel Estimation in Hybrid Beamforming mmWave Systems With Channel Support Side Information
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Distributed Detection of Sparse Signals With Physical Layer Secrecy Constraints: A Falsified Censoring Strategy
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Defect Detection and Classification by Training a Generic Convolutional Neural Network Encoder
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SPOQ $\ell _p$-Over-$\ell _q$ Regularization for Sparse Signal Recovery Applied to Mass Spectrometry
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Fast Optimization With Zeroth-Order Feedback in Distributed, Multi-User MIMO Systems
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谷歌学术
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On Maintaining Linear Convergence of Distributed Learning and Optimization Under Limited Communication
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Optimal Sequential Estimation for Asynchronous Sampling Discrete—Time Systems
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Best Pair Formulation & Accelerated Scheme for Non-Convex Principal Component Pursuit
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High-Resolution DOA Estimation Algorithm for a Single Acoustic Vector Sensor at Low SNR
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Convergence Guarantees for Non-Convex Optimisation With Cauchy-Based Penalties
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Low-Rank Hankel Matrix Completion for Robust Time-Frequency Analysis
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Sampling and Inference of Networked Dynamics Using Log-Koopman Nonlinear Graph Fourier Transform
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Student's $t$ VAR Modeling With Missing Data Via Stochastic EM and Gibbs Sampling
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Distributed Nonlinear Estimation Over Unbalanced Directed Networks
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Communication Under Channel Uncertainty: An Algorithmic Perspective and Effective Construction
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Multi-Pattern Recognition Through Maximization of Signal-to-Peak-Interference Ratio With Application to Neural Spike Sorting
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Variance-Reduced Decentralized Stochastic Optimization With Accelerated Convergence
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Model-Free Learning of Optimal Ergodic Policies in Wireless Systems
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High-Dimensional Nonconvex Stochastic Optimization by Doubly Stochastic Successive Convex Approximation
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Gated Graph Recurrent Neural Networks
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Online Proximal Learning Over Jointly Sparse Multitask Networks With $\ell _{\infty, 1}$ Regularization
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Learned Conjugate Gradient Descent Network for Massive MIMO Detection
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Turing Meets Shannon: Computable Sampling Type Reconstruction With Error Control
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Bilinear Compressed Sensing Under Known Signs via Convex Programming
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Lattice Reduction Over Imaginary Quadratic Fields
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Efficient Generalized Boundary Detection Using a Sliding Information Distance
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Hybrid Beamforming for Active Sensing Using Sparse Arrays
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Alternating Minimization Based First-Order Method for the Wireless Sensor Network Localization Problem
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Scale-Invariant Subspace Detectors Based on First- and Second-Order Statistical Models
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On Computing the Discrete Hirschman Transform
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Defining Fundamental Frequency for Almost Harmonic Signals
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Two-User SIMO Interference Channel With Treating Interference as Noise: Improper Signaling Versus Time-Sharing
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Variational Bayesian Estimation of Statistical Properties of Composite Gamma Log-Normal Distribution
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Group Sparsity Based Localization for Far-Field and Near-Field Sources Based on Distributed Sensor Array Networks
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Optimal Local Differentially Private Quantization
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Joint Source and Sensor Localization by Angles of Arrival
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Tensor Graph Convolutional Networks for Multi-Relational and Robust Learning
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Lossless Dimension Reduction for Integer Least Squares With Application to Sphere Decoding
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Joint Features Extraction for Multiple Moving Targets Using (Ultra-)Wideband FMCW Signals in the Presence of Doppler Ambiguity
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Cooperative Activity Detection: Sourced and Unsourced Massive Random Access Paradigms
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Newton-Step-Based Hard Thresholding Algorithms for Sparse Signal Recovery
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Target Localization by Unlabeled Range Measurements
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Low-Complexity Decorrelation NLMS Algorithms: Performance Analysis and AEC Application
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Learning Deep Analysis Dictionaries for Image Super-Resolution
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Single-Pulse Simultaneous Target Detection and Angle Estimation in a Multichannel Phased Array Radar
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A Grant-Free Method for Massive Machine-Type Communication With Backward Activity Level Estimation
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A Closed-Form Estimator for Bearings-Only Fusion of Heterogeneous Passive Sensors
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Approximation Algorithms for Training One-Node ReLU Neural Networks
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Phased-Array Transmission for Secure mmWave Wireless Communication via Polygon Construction
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On the Convergence of a Bayesian Algorithm for Joint Dictionary Learning and Sparse Recovery
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Multi-Class Random Matrix Filtering for Adaptive Learning
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Blind Deconvolution Using Modulated Inputs
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Sparse Bayesian Learning With Dynamic Filtering for Inference of Time-Varying Sparse Signals
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Components Separation Algorithm for Localization and Classification of Mixed Near-Field and Far-Field Sources in Multipath Propagation
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A Dimension Reduction-Based Joint Activity Detection and Channel Estimation Algorithm for Massive Access
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Blind Community Detection From Low-Rank Excitations of a Graph Filter
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Kinetic Euclidean Distance Matrices
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Joint Waveform and Receiver Design for Co-Channel Hybrid Active-Passive Sensing With Timing Uncertainty
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Generalized Rational Variable Projection With Application in ECG Compression
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The Extended Manifold for Antenna Arrays
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Efficient QP-ADMM Decoder for Binary LDPC Codes and Its Performance Analysis
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Variations on the Convolutional Sparse Coding Model
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Corrections to “Deep Neural Networks With Random Gaussian Weights: A Universal Classification Strategy?” [Jul 1, 2016 3444-3457]
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Turing Computability of Fourier Transforms of Bandlimited and Discrete Signals
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Multipath Suppression for Continuous Wave Radar via Slepian Sequences
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Source Separation With Side Information Based on Gaussian Mixture Models With Application in Art Investigation
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Energy- and Area-Efficient Recursive-Conjugate-Gradient-Based MMSE Detector for Massive MIMO Systems
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An Asymptotically Efficient Weighted Least Squares Estimator for Co-Array-Based DoA Estimation
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Cloud-Assisted Cooperative Localization for Vehicle Platoons: A Turbo Approach
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Quadratic FM Signal Detection and Parameter Estimation Using Coherently Integrated Trilinear Autocorrelation Function
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Localization in 2D PBR With Multiple Transmitters of Opportunity: A Constrained Least Squares Approach
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Minimum Byzantine Effort for Blinding Distributed Detection in Wireless Sensor Networks
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Joint Range and Velocity Estimation With Intrapulse and Intersubcarrier Doppler Effects for OFDM-Based RadCom Systems
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List of Reviewers
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2020 Index IEEE Transactions on Signal Processing Vol. 68
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Stochastic Analysis of the Recursive Least Squares Algorithm for Cyclostationary Colored Inputs
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Decentralized Massive MIMO Processing Exploring Daisy-Chain Architecture and Recursive Algorithms
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Hybrid Transceivers Design for Large-Scale Antenna Arrays Using Majorization-Minimization Algorithms
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Adaptive Virtual Waveform Design for Millimeter-Wave Joint Communication–Radar
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Distributed Online Convex Optimization With Time-Varying Coupled Inequality Constraints
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Reconstructing Classes of Non-Bandlimited Signals From Time Encoded Information
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Compressive Sensing-Based Adaptive Active User Detection and Channel Estimation: Massive Access Meets Massive MIMO
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Distributed Linear Estimation Via a Roaming Token
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Target Detection With Imperfect Waveform Separation in Distributed MIMO Radar
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One-Step Prediction for Discrete Time-Varying Nonlinear Systems With Unknown Inputs and Correlated Noises
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Quickly Finding the Best Linear Model in High Dimensions via Projected Gradient Descent
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Distributed Sequential Detection: Dependent Observations and Imperfect Communication
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Multi-UAV Interference Coordination via Joint Trajectory and Power Control
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Massive MIMO Radar for Target Detection
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Sparse Bayesian DOA Estimation Using Hierarchical Synthesis Lasso Priors for Off-Grid Signals
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Efficient and Unambiguous Two-Target Resolution via Subarray-Based Four-Channel Monopulse
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Suboptimal Low Complexity Joint Multi-Target Detection and Localization for Non-Coherent MIMO Radar With Widely Separated Antennas
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On the Performance of Splitting Receiver With Joint Coherent and Non-Coherent Processing
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Hyperspectral Super-Resolution With Coupled Tucker Approximation: Recoverability and SVD-Based Algorithms
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Inexact Block Coordinate Descent Algorithms for Nonsmooth Nonconvex Optimization
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Scalable and Robust Community Detection With Randomized Sketching
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Maximum Total Complex Correntropy for Adaptive Filter
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Asynchronous Blind Network-Assisted Diversity Multiple Access
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Multiple Bayesian Filtering as Message Passing
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Distributions and Power of Optimal Signal-Detection Statistics in Finite Case
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Subspace Learning and Feature Selection via Orthogonal Mapping
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Gridless Parameter Estimation for One-Bit MIMO Radar With Time-Varying Thresholds
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Distributed Optimal Linear Fusion Predictors and Filters for Systems With Random Parameter Matrices and Correlated Noises
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Min-Max Metric for Spectrally Compatible Waveform Design Via Log-Exponential Smoothing
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Prospect Theoretic Utility Based Human Decision Making in Multi-Agent Systems
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Sampling and Reconstruction of Bandlimited Signals With Multi-Channel Time Encoding
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Bayesian Cooperative Localization Using Received Signal Strength With Unknown Path Loss Exponent: Message Passing Approaches
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Blind Over-the-Air Computation and Data Fusion via Provable Wirtinger Flow
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Low-Complexity Methods for Estimation After Parameter Selection
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A Low-Rank Tensor Dictionary Learning Method for Hyperspectral Image Denoising
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Searching for Anomalies Over Composite Hypotheses
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Diffuse Multipath Exploitation for Adaptive Detection of Range Distributed Targets
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Generalized Fast-Convolution-Based Filtered-OFDM: Techniques and Application to 5G New Radio
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Orthogonal and Non-Orthogonal Signal Representations Using New Transformation Matrices Having NPM Structure
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Aperture-Level Simultaneous Transmit and Receive With Digital Phased Arrays
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Frame Repetition: A Solution to Imaginary Interference Cancellation in FBMC/OQAM Systems
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PhaseEqual: Convex Phase Retrieval via Alternating Direction Method of Multipliers
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Online Trajectory and Radio Resource Optimization of Cache-Enabled UAV Wireless Networks With Content and Energy Recharging
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Continuous-Discrete Multiple Target Filtering: PMBM, PHD and CPHD Filter Implementations
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Distributed Sensing With Orthogonal Multiple Access: To Code or not to Code?
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Algorithms for Change Detection With Sparse Signals
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Adaptation and Learning Over Networks Under Subspace Constraints—Part I: Stability Analysis
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Direct Target Tracking by Distributed Gaussian Particle Filtering for Heterogeneous Networks
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Multi-Stage Antenna Selection for Adaptive Beamforming in MIMO Radar
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Variance-Reduced Stochastic Learning Under Random Reshuffling
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Accelerated Structure-Aware Reinforcement Learning for Delay-Sensitive Energy Harvesting Wireless Sensors
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Consensus-Based Clock Synchronization in Wireless Sensor Networks With Truncated Exponential Delays
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Sensing Matrix Design and Sparse Recovery on the Sphere and the Rotation Group
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Nonsmooth Optimization Algorithms for Multicast Beamforming in Content-Centric Fog Radio Access Networks
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On the Adversarial Robustness of Subspace Learning
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Decentralized Expectation Consistent Signal Recovery for Phase Retrieval
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Tunable Adaptive Target Detection With Kernels in Colocated MIMO Radar
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Nonlinear Adaptive Filtering With Kernel Set-Membership Approach
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Cross Z-Complementary Pairs for Optimal Training in Spatial Modulation Over Frequency Selective Channels
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Joint Design of Surveillance Radar and MIMO Communication in Cluttered Environments
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Graph Signal Processing in the Presence of Topology Uncertainties
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Risk Convergence of Centered Kernel Ridge Regression With Large Dimensional Data
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Multi-Target Detection With an Arbitrary Spacing Distribution
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Resource Scheduling for Distributed Multi-Target Tracking in Netted Colocated MIMO Radar Systems
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New Viewpoint and Algorithms for Water-Filling Solutions in Wireless Communications
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Dictionary Learning With BLOTLESS Update
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Energy-Optimal Multiple Access Computation Offloading: Signalling Structure and Efficient Communication Resource Allocation
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Rao-Based Detectors for Adaptive Target Detection in the Presence of Signal-Dependent Interference
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Partially Coherent Compressive Phase Retrieval for Millimeter-Wave Massive MIMO Channel Estimation
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Generative Models for Low-Dimensional Video Representation and Reconstruction
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Model-Driven Deep Learning for MIMO Detection
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Joint EigenValue Decomposition Algorithms Based on First-Order Taylor Expansion
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Hybrid Inexact BCD for Coupled Structured Matrix Factorization in Hyperspectral Super-Resolution
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Quadratic Semidefinite Programming for Waveform-Constrained Joint Filter-Signal Design in STAP
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A Dictionary-Based Generalization of Robust PCA With Applications to Target Localization in Hyperspectral Imaging
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Eigenvectors of Ordinary, Generalized, Centered and Offset Discrete Fourier Transforms Based on Lookup Table Methods: Efficiency and Approximation Uses
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Learning Nonnegative Factors From Tensor Data: Probabilistic Modeling and Inference Algorithm
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Robust and Computationally Efficient Digital IIR Filter Synthesis and Stability Analysis Under Finite Precision Implementations
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A False Discovery Rate Oriented Approach to Parallel Sequential Change Detection Problems
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Robust SINR-Constrained Symbol-Level Multiuser Precoding With Imperfect Channel Knowledge
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Algebraic Complete Solution for Joint Source and Sensor Localization Using Time of Flight Measurements
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Quaternion Non-Negative Matrix Factorization: Definition, Uniqueness, and Algorithm
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Support Recovery for Sparse Signals With Unknown Non-Stationary Modulation
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Fast Algorithms for Joint Multicast Beamforming and Antenna Selection in Massive MIMO
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Subsampling Generative Adversarial Networks: Density Ratio Estimation in Feature Space With Softplus Loss
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Analysis of Different Rational Decimated Filter Banks Derived From the Same Set of Prototype Filters
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Two-Dimensional Modular Chaotification System for Improving Chaos Complexity
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Large-Amplitude Dithering Mitigates Glitches in Digital-to-Analogue Converters
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Measurement of Power Density at Zero Frequency With a Trend Compensation
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MIMO Radar Waveform Design in the Presence of Multiple Targets and Practical Constraints
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Directional Sparse Filtering for Blind Estimation of Under-Determined Complex-Valued Mixing Matrices
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Practical Product Code Construction of Polar Codes
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Fast Adaptive Gradient RBF Networks For Online Learning of Nonstationary Time Series
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Sparse Multiresolution Representations With Adaptive Kernels
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Invariance Theory for Adaptive Detection in Non-Gaussian Clutter
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Distributed Signal Processing and Optimization Based on In-Network Subspace Projections
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Fast and Efficient Time-Reversal Imaging Using Space-Frequency Propagator Method
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Affine Combination of Diffusion Strategies Over Networks
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On Optimality of Weighted Multidimensional Scaling for Range-Based Localization
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Non-Parametric Decompounding of Pulse Pile-Up Under Gaussian Noise With Finite Data Sets
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High-Dimensional Stochastic Gradient Quantization for Communication-Efficient Edge Learning
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Polyphase Waveform Design for MIMO Radar Space Time Adaptive Processing
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Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air
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Block-Randomized Stochastic Proximal Gradient for Low-Rank Tensor Factorization
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Distributed Dual Gradient Tracking for Resource Allocation in Unbalanced Networks
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Diffusion Normalized Least Mean M-estimate Algorithms: Design and Performance Analysis
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Joint Subcarrier and Power Allocation in NOMA: Optimal and Approximate Algorithms
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On the Design of Multi-Spectrally Constrained Constant Modulus Radar Signals
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Quadratic Matrix Inequality Approach to Robust Adaptive Beamforming for General-Rank Signal Model
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Eigenspace Solution for AOA Localization in Modified Polar Representation
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Generalized Sampling on Graphs With Subspace and Smoothness Priors
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Network Dissensus via Distributed ADMM
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Calibration of Phase Shifter Network for Hybrid Beamforming in mmWave Massive MIMO Systems
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Optimal Sensor Placement for 2-D Range-Only Target Localization in Constrained Sensor Geometry
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Blind Recognition of Cyclic Codes Based on Average Cosine Conformity
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Two-Channel Passive Detection of Cyclostationary Signals
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Majorize–Minimize Adapted Metropolis–Hastings Algorithm
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ImdLMS: An Imputation Based LMS Algorithm for Linear System Identification With Missing Input Data
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Variance State Propagation for Structured Sparse Bayesian Learning
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Comments on “Deep Neural Networks With Random Gaussian Weights: A Universal Classification Strategy?”
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A Closed-Form Prediction Update for Extended Target Tracking Using Random Matrices
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Fast Graph Sampling Set Selection Using Gershgorin Disc Alignment
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Soft Symbol Decoding in Sweep-Spread-Carrier Underwater Acoustic Communications: A Novel Variational Bayesian Algorithm and Its Analysis
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Functional Nonlinear Sparse Models
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A Large Dimensional Study of Regularized Discriminant Analysis
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Shapes From Echoes: Uniqueness From Point-to-Plane Distance Matrices
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A Provably Correct and Robust Algorithm for Convolutive Nonnegative Matrix Factorization
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Walkman: A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization
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Mixed Monotonic Programming for Fast Global Optimization
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Efficient Closed-Form Solution for Moving Target Localization in MIMO Radars With Minimum Number of Antennas
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Convolutional Dictionary Learning With Grid Refinement
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A Generalized Version of ACE and Performance Analysis
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Graph-Adaptive Semi-Supervised Tracking of Dynamic Processes Over Switching Network Modes
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Joint Channel and Location Estimation of Massive MIMO System With Phase Noise
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Gaussian Process Reinforcement Learning for Fast Opportunistic Spectrum Access
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Optimal Pilots for Anti-Eavesdropping Channel Estimation
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Spectral Efficiency and Energy Efficiency Tradeoff in Massive MIMO Downlink Transmission With Statistical CSIT
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Accelerated Schemes for the $L_1/L_2$ Minimization
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Frequency Diverse Array Radar: New Results and Discrete Fourier Transform Based Beampattern
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Alternating Group Lasso for Block-Term Tensor Decomposition and Application to ECG Source Separation
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Nonlinear Multiview Analysis: Identifiability and Neural Network-Assisted Implementation
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Real-Time Embedded EMG Signal Analysis for Wrist-Hand Pose Identification
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Augmented Space Linear Models
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Diffusion Maps Kalman Filter for a Class of Systems With Gradient Flows
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A Solution for Large-Scale Multi-Object Tracking
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Resolving Range Ambiguity via Multiple-Input Multiple-Output Radar With Element-Pulse Coding
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Sherman-Morrison Formula Aided Adaptive Channel Estimation for Underwater Visible Light Communication With Fractionally-Sampled OFDM
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A New Class of Explicit Interpolatory Splines and Related Measurement Estimation
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Graph Sampling for Matrix Completion Using Recurrent Gershgorin Disc Shift
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Differential and Weighted Slepian Concentration Problems on the Sphere
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Feature Graph Learning for 3D Point Cloud Denoising
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Learning Nonlinear Mixtures: Identifiability and Algorithm
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Graph-Based Learning Under Perturbations via Total Least-Squares
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On Arithmetic Average Fusion and Its Application for Distributed Multi-Bernoulli Multitarget Tracking
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On Analog Gradient Descent Learning Over Multiple Access Fading Channels
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Tracking Multiple Maneuvering Targets Hidden in the DBZ Based on the MM-GLMB Filter
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A MIMO Version of the Reed-Yu Detector and Its Connection to the Wilks Lambda and Hotelling $T^2$ Statistics
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Making Decisions by Unlabeled Bits
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Adaptation and Learning Over Networks Under Subspace Constraints—Part II: Performance Analysis
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Distributed Detection of Sparse Stochastic Signals With 1-Bit Data in Tree-Structured Sensor Networks
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Optimal Wireless Resource Allocation With Random Edge Graph Neural Networks
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Topological Signal Processing Over Simplicial Complexes
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Compressed Sensing Using Binary Matrices of Nearly Optimal Dimensions
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Training Data Assisted Anomaly Detection of Multi-Pixel Targets In Hyperspectral Imagery
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A Generalized Accelerated Composite Gradient Method: Uniting Nesterov's Fast Gradient Method and FISTA
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Estimating Network Processes via Blind Identification of Multiple Graph Filters
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Data-Driven Structured Noise Filtering via Common Dynamics Estimation
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Multiple Change Points Detection in Low Rank and Sparse High Dimensional Vector Autoregressive Models
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An Online Learning Algorithm for Distributed Task Offloading in Multi-Access Edge Computing
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NOMA-Aided UAV Communications over Correlated Rician Shadowed Fading Channels
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Unraveling the Veil of Subspace RIP Through Near-Isometry on Subspaces
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Blind Channel Estimation for Downlink Massive MIMO Systems With Imperfect Channel Reciprocity
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Variants of Partial Update Augmented CLMS Algorithm and Their Performance Analysis
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Global Synchronization of Pulse-Coupled Oscillator Networks Under Byzantine Attacks
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Lower Bound for RIP Constants and Concentration of Sum of Top Order Statistics
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