Zai Yang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 41

Top Topics

Source Localization

Spectral Estimation

Top Venues

IEEE Trans. Signal Process.

IEEE Trans. Inf. Theory

Publications

Weijian Chen, Zai Yang, Zhiqiang Wei, Derrick Wing Kwan Ng, Michail Matthaiou
RIS-aided MIMO Beamforming: Piece-Wise Near-field Channel Model. CoRR (2024)
Wenlong Wang, Zai Yang, Xunmeng Wu
On Unique Localization of Uncorrelated Constant-Modulus Sources Using Sparse Linear Arrays. ICASSP (2024)
Xunmeng Wu, Zai Yang, Zhiqiang Wei, Zongben Xu
Direction-of-Arrival Estimation for Constant Modulus Signals Using a Structured Matrix Recovery Technique. IEEE Trans. Wirel. Commun. 23 (4) (2024)
Weichao Zheng, Zai Yang
Reweighted Atomic Norm Minimization for One-Bit Multichannel Spectral Compressed Sensing. ICASSP (2024)
Silin Gao, Wenlong Wang, Muhan Wang, Zhe Zhang, Zai Yang, Xiaolan Qiu, Bingchen Zhang, Yirong Wu
A Robust Super-Resolution Gridless Imaging Framework for UAV-Borne SAR Tomography. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zhiqiang Wei, Fan Liu, Chang Liu, Zai Yang, Derrick Wing Kwan Ng, Robert Schober
Integrated Sensing, Navigation, and Communication for Secure UAV Networks With a Mobile Eavesdropper. IEEE Trans. Wirel. Commun. 23 (7) (2024)
Sikai Ge, Zhiqiang Wei, Zai Yang
Target Signal Power Improvement and Clutter Suppression via Beamforming for Integrated Sensing and Communication Systems. ICASSP (2024)
Zhiqiang Wei, Fan Liu, Chang Liu, Zai Yang, Derrick Wing Kwan Ng, Robert Schober
Integrated Sensing, Navigation, and Communication for Secure UAV Networks with a Mobile Eavesdropper. CoRR (2023)
Yonghui Chu, Zhiqiang Wei, Zai Yang, Derrick Wing Kwan Ng
Channel Estimation for RIS-Aided MIMO Systems: A Partially Decoupled Atomic Norm Minimization Approach. CoRR (2023)
Zai Yang, Kaijie Wang
Nonasymptotic Performance Analysis of Direct-Augmentation and Spatial-Smoothing ESPRIT for Localization of More Sources Than Sensors Using Sparse Arrays. IEEE Trans. Aerosp. Electron. Syst. 59 (6) (2023)
Xunmeng Wu, Zai Yang, Zongben Xu
Multichannel Frequency Estimation in Challenging Scenarios via Structured Matrix Embedding and Recovery (StruMER). IEEE Trans. Signal Process. 71 (2023)
Xunmeng Wu, Zai Yang, Zhiqiang Wei, Zongben Xu
Source Localization for Constant Modulus Signals Using a Structured Matrix Recovery Technique (SMART). SSP (2023)
Yonghui Chu, Zhiqiang Wei, Zai Yang, Derrick Wing Kwan Ng
Channel Estimation for RIS-Aided MIMO Systems via Partially Decoupled Atomic Norm Minimization. GLOBECOM (2023)
Yonghui Chu, Zhiqiang Wei, Zai Yang
New reweighted atomic norm minimization approach for line spectral estimation. Signal Process. 206 (2023)
Zai Yang
Nonasymptotic Performance Analysis of ESPRIT and Spatial-Smoothing ESPRIT. IEEE Trans. Inf. Theory 69 (1) (2023)
Tian Jiao, Zhiqiang Wei, Yanlin Geng, Kai Wan, Zai Yang
Rate-Distortion Tradeoff of Bistatic Integrated Sensing and Communication. CoRR (2023)
Zai Yang, Kaijie Wang
Nonasymptotic Performance Analysis of Direct-Augmentation and Spatial-Smoothing ESPRIT for Localization of More Sources Than Sensors Using Sparse Arrays. CoRR (2023)
Zai Yang, Xinyao Chen, Xunmeng Wu
A Robust and Statistically Efficient Maximum-Likelihood Method for DOA Estimation Using Sparse Linear Arrays. IEEE Trans. Aerosp. Electron. Syst. 59 (5) (2023)
Xunmeng Wu, Zai Yang, Jian-Feng Cai, Zongben Xu
Spectral Super-Resolution on the Unit Circle Via Gradient Descent. ICASSP (2023)
Zai Yang, Kaijie Wang
Nonasymptotic Analysis of Direct-Augmentation ESPRIT for Localization of More Sources Than Sensors Using Sparse Arrays. SSP (2023)
Xunmeng Wu, Zai Yang, Petre Stoica, Zongben Xu
Maximum Likelihood Line Spectral Estimation in the Signal Domain: A Rank-Constrained Structured Matrix Recovery Approach. IEEE Trans. Signal Process. 70 (2022)
Xinyao Chen, Zai Yang
Localizing More Sources than Sensors in Presence of Coherent Sources. ICASSP (2022)
Junpeng Shi, Zai Yang, Yongxiang Liu
On Parameter Identifiability of Diversity-Smoothing-Based MIMO Radar. IEEE Trans. Aerosp. Electron. Syst. 58 (3) (2022)
Xunmeng Wu, Zai Yang, Zongben Xu
Robust spectral compressive sensing via vanilla gradient descent. CoRR (2021)
Zai Yang, Xunmeng Wu
New Low Rank Optimization Model and Convex Approach for Robust Spectral Compressed Sensing. CoRR (2021)
Zai Yang, Xunmeng Wu
Forward-Backward Hankel Matrix Fitting for Spectral Super-Resolution. EUSIPCO (2020)
Zai Yang, Petre Stoica, Jinhui Tang
Source Resolvability of Spatial-Smoothing-Based Subspace Methods: A Hadamard Product Perspective. IEEE Trans. Signal Process. 67 (10) (2019)
Zai Yang, Petre Stoica
Hadamard Product Perspective on Source Resolvability of Spatial-smoothing-based Subspace Methods. ICASSP (2019)
Zai Yang, Jinhui Tang, Yonina C. Eldar, Lihua Xie
On the Sample Complexity of Multichannel Frequency Estimation via Convex Optimization. IEEE Trans. Inf. Theory 65 (4) (2019)
Zai Yang, Lihua Xie
Frequency-selective Vandermonde decomposition of Toeplitz matrices with applications. Signal Process. 142 (2018)
Zai Yang, Yonina C. Eldar, Lihua Xie
Average Case Analysis of Compressive Multichannel Frequency Estimation Using Atomic Norm Minimization. DSL (2018)
Zai Yang, Lihua Xie
Fast convex optimization method for frequency estimation with prior knowledge in all dimensions. Signal Process. 142 (2018)
Zai Yang, Jinhui Tang, Yonina C. Eldar, Lihua Xie
On the Sample Complexity of Multichannel Frequency Estimation via Convex Optimization. CoRR (2017)
Zai Yang, Lihua Xie
On Gridless Sparse Methods for Multi-snapshot Direction of Arrival Estimation. Circuits Syst. Signal Process. 36 (8) (2017)
Zai Yang
A gridless sparse method for super-resolution of harmonics. EUSIPCO (2017)
Zai Yang, Lihua Xie
Frequency-Selective Vandermonde Decomposition of Toeplitz Matrices With Applications. CoRR (2016)
Zai Yang, Lihua Xie, Petre Stoica
Vandermonde Decomposition of Multilevel Toeplitz Matrices With Application to Multidimensional Super-Resolution. IEEE Trans. Inf. Theory 62 (6) (2016)
Zai Yang, Lihua Xie
On gridless sparse methods for multi-snapshot DOA estimation. ICASSP (2016)
Zai Yang, Jian Li, Petre Stoica, Lihua Xie
Sparse Methods for Direction-of-Arrival Estimation. CoRR (2016)
Zai Yang, Lihua Xie
Enhancing Sparsity and Resolution via Reweighted Atomic Norm Minimization. IEEE Trans. Signal Process. 64 (4) (2016)
Zai Yang, Lihua Xie
A weighted atomic norm approach to spectral super-resolution with probabilistic priors. ICASSP (2016)
Zai Yang, Lihua Xie
Achieving high resolution for super-resolution via reweighted atomic norm minimization. ICASSP (2015)
Zai Yang, Lihua Xie, Petre Stoica
Vandermonde Decomposition of Multilevel Toeplitz Matrices with Application to Multidimensional Super-Resolution. CoRR (2015)
Baoqi Huang, Lihua Xie, Zai Yang
TDOA-Based Source Localization With Distance-Dependent Noises. IEEE Trans. Wirel. Commun. 14 (1) (2015)
Zai Yang, Lihua Xie, Petre Stoica
Generalized Vandermonde decomposition and its use for multi-dimensional super-resolution. ISIT (2015)
Zai Yang, Lihua Xie
On Gridless Sparse Methods for Line Spectral Estimation From Complete and Incomplete Data. IEEE Trans. Signal Process. 63 (12) (2015)
Zai Yang, Lihua Xie
Continuous Compressed Sensing With a Single or Multiple Measurement Vectors. CoRR (2014)
Zai Yang, Lihua Xie
On Gridless Sparse Methods for Line Spectral Estimation From Complete and Incomplete Data. CoRR (2014)
Petre Stoica, Gongguo Tang, Zai Yang, Dave Zachariah
Gridless compressive-sensing methods for frequency estimation: Points of tangency and links to basics. EUSIPCO (2014)
Zai Yang, Lihua Xie, Cishen Zhang
A Discretization-Free Sparse and Parametric Approach for Linear Array Signal Processing. IEEE Trans. Signal Process. 62 (19) (2014)
Zai Yang, Lihua Xie
Continuous compressed sensing with a single or multiple measurement vectors. SSP (2014)
Zai Yang, Lihua Xie
Exact Joint Sparse Frequency Recovery via Optimization Methods. CoRR (2014)
Zai Yang, Lihua Xie
Enhancing Sparsity and Resolution via Reweighted Atomic Norm Minimization. CoRR (2014)
Zai Yang, Lihua Xie
Achieving High Resolution for Super-resolution via Reweighted Atomic Norm Minimization. CoRR (2014)
Arian Maleki, Laura Anitori, Zai Yang, Richard G. Baraniuk
Asymptotic Analysis of Complex LASSO via Complex Approximate Message Passing (CAMP). IEEE Trans. Inf. Theory 59 (7) (2013)
Zai Yang, Cishen Zhang, Lihua Xie
Sparse MRI for motion correction. ISBI (2013)
Zai Yang, Lihua Xie, Cishen Zhang
A discretization-free sparse and parametric approach for linear array signal processing. CoRR (2013)
Zai Yang, Lihua Xie, Cishen Zhang
Variational Bayesian Algorithm for Quantized Compressed Sensing. IEEE Trans. Signal Process. 61 (11) (2013)
Zai Yang, Cishen Zhang, Lihua Xie
Sparse MRI for motion correction CoRR (2013)
Cishen Zhang, Zai Yang, Lihua Xie
The l1 measure of image reconstruction subject to motion corrupted k-space data. ICCA (2013)
Zai Yang, Lihua Xie, Cishen Zhang
Off-Grid Direction of Arrival Estimation Using Sparse Bayesian Inference. IEEE Trans. Signal Process. 61 (1) (2013)
Zai Yang, Cishen Zhang, Lihua Xie
Robust Compressive Phase Retrieval via L1 Minimization With Application to Image Reconstruction CoRR (2013)
Zai Yang, Lihua Xie, Cishen Zhang
Accurate signal recovery in quantized compressed sensing. FUSION (2012)
Zai Yang, Cishen Zhang, Lihua Xie
On Phase Transition of Compressed Sensing in the Complex Domain. IEEE Signal Process. Lett. 19 (1) (2012)
Zai Yang, Cishen Zhang, Lihua Xie
Robustly Stable Signal Recovery in Compressed Sensing With Structured Matrix Perturbation. IEEE Trans. Signal Process. 60 (9) (2012)
Zai Yang, Lihua Xie, Cishen Zhang
Unified framework and algorithm for quantized compressed sensing CoRR (2012)
Zai Yang, Cishen Zhang, Lihua Xie
Stable signal recovery in compressed sensing with a structured matrix perturbation. ICASSP (2012)
Zai Yang, Lihua Xie, Cishen Zhang
Bayesian compressed sensing with new sparsity-inducing prior CoRR (2012)
Arian Maleki, Laura Anitori, Zai Yang, Richard G. Baraniuk
Asymptotic Analysis of Complex LASSO via Complex Approximate Message Passing (CAMP) CoRR (2011)
Zai Yang, Cishen Zhang, Jun Deng, Wenmiao Lu
-Minimization Algorithms for Compressed Sensing. IEEE Trans. Signal Process. 59 (12) (2011)
Jun Deng, Zai Yang, Cishen Zhang, Wenmiao Lu
Orthonormal expansion ℓ1-minimization for compressed sensing in MRI. ICIP (2011)
Zai Yang, Cishen Zhang, Jun Deng, Wenmiao Lu
-Minimization Algorithms for Compressed Sensing CoRR (2011)
Zai Yang, Cishen Zhang
Sparsity-undersampling tradeoff of compressed sensing in the complex domain. ICASSP (2011)
Zai Yang, Cishen Zhang, Lihua Xie
Robustly Stable Signal Recovery in Compressed Sensing with Structured Matrix Perturbation CoRR (2011)
Zai Yang, Lihua Xie, Cishen Zhang
Off-grid Direction of Arrival Estimation Using Sparse Bayesian Inference CoRR (2011)
Zai Yang, Cishen Zhang, Lihua Xie
On Phase Transition of Compressed Sensing in the Complex Domain CoRR (2011)