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2020 – today
- 2024
[j27]Xunmeng Wu
, Zai Yang, Zongben Xu:
Multichannel Frequency Estimation with Constant Amplitude via Convex Structured Low-Rank Approximation. SIAM J. Matrix Anal. Appl. 45(3): 1643-1668 (2024)- [j26]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: 1-17 (2024) - [j25]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): 3117-3130 (2024) - [j24]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): 7060-7078 (2024) - [c26]Xunmeng Wu, Zai Yang, Zhiqiang Wei, Robert Schober, Zongben Xu:
Wideband Direction-of-Arrival Estimation via Covariance Fitting and Focusing. EUSIPCO 2024: 2282-2286 - [c25]Sikai Ge, Zhiqiang Wei, Zai Yang:
Target Signal Power Improvement and Clutter Suppression via Beamforming for Integrated Sensing and Communication Systems. ICASSP 2024: 8841-8845 - [c24]Weichao Zheng, Zai Yang:
Reweighted Atomic Norm Minimization for One-Bit Multichannel Spectral Compressed Sensing. ICASSP 2024: 8846-8850 - [c23]Wenlong Wang, Zai Yang, Xunmeng Wu:
On Unique Localization of Uncorrelated Constant-Modulus Sources Using Sparse Linear Arrays. ICASSP 2024: 13516-13520 - [c22]Tian Jiao, Yanlin Geng, Zai Yang:
Blahut-Arimoto Algorithm for Computing Capacity Region of Gaussian Vector Broadcast Channels. ISIT 2024: 1694-1699 - [i25]Weijian Chen, Zai Yang, Zhiqiang Wei, Derrick Wing Kwan Ng, Michail Matthaiou:
RIS-aided MIMO Beamforming: Piece-Wise Near-field Channel Model. CoRR abs/2406.14939 (2024) - 2023
- [j23]Yonghui Chu, Zhiqiang Wei, Zai Yang:
New reweighted atomic norm minimization approach for line spectral estimation. Signal Process. 206: 108897 (2023) - [j22]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): 6798-6812 (2023) - [j21]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): 9379-9389 (2023) - [j20]Zai Yang:
Nonasymptotic Performance Analysis of ESPRIT and Spatial-Smoothing ESPRIT. IEEE Trans. Inf. Theory 69(1): 666-681 (2023) - [j19]Xunmeng Wu, Zai Yang, Zongben Xu:
Multichannel Frequency Estimation in Challenging Scenarios via Structured Matrix Embedding and Recovery (StruMER). IEEE Trans. Signal Process. 71: 3242-3256 (2023) - [c21]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: 6615-6620 - [c20]Xunmeng Wu, Zai Yang, Jian-Feng Cai, Zongben Xu:
Spectral Super-Resolution on the Unit Circle Via Gradient Descent. ICASSP 2023: 1-5 - [c19]Xunmeng Wu, Zai Yang, Zhiqiang Wei, Zongben Xu:
Source Localization for Constant Modulus Signals Using a Structured Matrix Recovery Technique (SMART). SSP 2023: 175-179 - [c18]Zai Yang, Kaijie Wang:
Nonasymptotic Analysis of Direct-Augmentation ESPRIT for Localization of More Sources Than Sensors Using Sparse Arrays. SSP 2023: 463-467 - [i24]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 abs/2302.11209 (2023) - [i23]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 abs/2305.12842 (2023) - [i22]Tian Jiao, Zhiqiang Wei, Yanlin Geng, Kai Wan, Zai Yang:
Rate-Distortion Tradeoff of Bistatic Integrated Sensing and Communication. CoRR abs/2306.06648 (2023) - [i21]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 abs/2307.11403 (2023) - 2022
- [j18]Junpeng Shi, Zai Yang, Yongxiang Liu:
On Parameter Identifiability of Diversity-Smoothing-Based MIMO Radar. IEEE Trans. Aerosp. Electron. Syst. 58(3): 1660-1675 (2022) - [j17]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: 4156-4169 (2022) - [c17]Xinyao Chen, Zai Yang:
Localizing More Sources than Sensors in Presence of Coherent Sources. ICASSP 2022: 5013-5017 - 2021
- [i20]Zai Yang, Xunmeng Wu:
New Low Rank Optimization Model and Convex Approach for Robust Spectral Compressed Sensing. CoRR abs/2101.06433 (2021) - 2020
- [c16]Zai Yang, Xunmeng Wu:
Forward-Backward Hankel Matrix Fitting for Spectral Super-Resolution. EUSIPCO 2020: 1886-1890
2010 – 2019
- 2019
- [j16]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): 2302-2315 (2019) - [j15]Zai Yang, Petre Stoica, Jinhui Tang:
Source Resolvability of Spatial-Smoothing-Based Subspace Methods: A Hadamard Product Perspective. IEEE Trans. Signal Process. 67(10): 2543-2553 (2019) - [c15]Zai Yang, Petre Stoica:
Hadamard Product Perspective on Source Resolvability of Spatial-smoothing-based Subspace Methods. ICASSP 2019: 4135-4139 - 2018
- [j14]Zai Yang, Lihua Xie:
Frequency-selective Vandermonde decomposition of Toeplitz matrices with applications. Signal Process. 142: 157-167 (2018) - [j13]Zai Yang, Lihua Xie:
Fast convex optimization method for frequency estimation with prior knowledge in all dimensions. Signal Process. 142: 271-280 (2018) - [c14]Zai Yang, Yonina C. Eldar, Lihua Xie:
Average Case Analysis of Compressive Multichannel Frequency Estimation Using Atomic Norm Minimization. DSP 2018: 1-5 - 2017
- [j12]Zai Yang, Lihua Xie:
On Gridless Sparse Methods for Multi-snapshot Direction of Arrival Estimation. Circuits Syst. Signal Process. 36(8): 3370-3384 (2017) - [c13]Zai Yang:
A gridless sparse method for super-resolution of harmonics. EUSIPCO 2017: 2096-2100 - [i19]Zai Yang, Jinhui Tang, Yonina C. Eldar, Lihua Xie:
On the Sample Complexity of Multichannel Frequency Estimation via Convex Optimization. CoRR abs/1712.05674 (2017) - 2016
- [j11]Zai Yang, Lihua Xie, Petre Stoica:
Vandermonde Decomposition of Multilevel Toeplitz Matrices With Application to Multidimensional Super-Resolution. IEEE Trans. Inf. Theory 62(6): 3685-3701 (2016) - [j10]Zai Yang, Lihua Xie:
Enhancing Sparsity and Resolution via Reweighted Atomic Norm Minimization. IEEE Trans. Signal Process. 64(4): 995-1006 (2016) - [c12]Zai Yang, Lihua Xie:
On gridless sparse methods for multi-snapshot DOA estimation. ICASSP 2016: 3236-3240 - [c11]Zai Yang, Lihua Xie:
A weighted atomic norm approach to spectral super-resolution with probabilistic priors. ICASSP 2016: 4598-4602 - [i18]Zai Yang, Lihua Xie:
Frequency-Selective Vandermonde Decomposition of Toeplitz Matrices With Applications. CoRR abs/1605.02431 (2016) - [i17]Zai Yang, Jian Li, Petre Stoica, Lihua Xie:
Sparse Methods for Direction-of-Arrival Estimation. CoRR abs/1609.09596 (2016) - 2015
- [j9]Zai Yang, Lihua Xie:
On Gridless Sparse Methods for Line Spectral Estimation From Complete and Incomplete Data. IEEE Trans. Signal Process. 63(12): 3139-3153 (2015) - [j8]Baoqi Huang, Lihua Xie, Zai Yang:
TDOA-Based Source Localization With Distance-Dependent Noises. IEEE Trans. Wirel. Commun. 14(1): 468-480 (2015) - [c10]Zai Yang, Lihua Xie:
Achieving high resolution for super-resolution via reweighted atomic norm minimization. ICASSP 2015: 3646-3650 - [c9]Zai Yang, Lihua Xie, Petre Stoica:
Generalized Vandermonde decomposition and its use for multi-dimensional super-resolution. ISIT 2015: 2011-2015 - [i16]Zai Yang, Lihua Xie, Petre Stoica:
Vandermonde Decomposition of Multilevel Toeplitz Matrices with Application to Multidimensional Super-Resolution. CoRR abs/1505.02510 (2015) - 2014
- [j7]Zai Yang, Lihua Xie, Cishen Zhang:
A Discretization-Free Sparse and Parametric Approach for Linear Array Signal Processing. IEEE Trans. Signal Process. 62(19): 4959-4973 (2014) - [c8]Petre Stoica, Gongguo Tang, Zai Yang, Dave Zachariah:
Gridless compressive-sensing methods for frequency estimation: Points of tangency and links to basics. EUSIPCO 2014: 1831-1835 - [c7]Zai Yang, Lihua Xie:
Continuous compressed sensing with a single or multiple measurement vectors. SSP 2014: 288-291 - [i15]Zai Yang, Lihua Xie:
Continuous Compressed Sensing With a Single or Multiple Measurement Vectors. CoRR abs/1405.6544 (2014) - [i14]Zai Yang, Lihua Xie:
Exact Joint Sparse Frequency Recovery via Optimization Methods. CoRR abs/1405.6585 (2014) - [i13]Zai Yang, Lihua Xie:
On Gridless Sparse Methods for Line Spectral Estimation From Complete and Incomplete Data. CoRR abs/1407.2490 (2014) - [i12]Zai Yang, Lihua Xie:
Enhancing Sparsity and Resolution via Reweighted Atomic Norm Minimization. CoRR abs/1408.5750 (2014) - [i11]Zai Yang, Lihua Xie:
Achieving High Resolution for Super-resolution via Reweighted Atomic Norm Minimization. CoRR abs/1410.4319 (2014) - 2013
- [j6]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): 4290-4308 (2013) - [j5]Zai Yang, Lihua Xie, Cishen Zhang:
Off-Grid Direction of Arrival Estimation Using Sparse Bayesian Inference. IEEE Trans. Signal Process. 61(1): 38-43 (2013) - [j4]Zai Yang, Lihua Xie, Cishen Zhang:
Variational Bayesian Algorithm for Quantized Compressed Sensing. IEEE Trans. Signal Process. 61(11): 2815-2824 (2013) - [c6]Cishen Zhang, Zai Yang, Lihua Xie:
The l1 measure of image reconstruction subject to motion corrupted k-space data. ICCA 2013: 1133-1137 - [c5]Zai Yang, Cishen Zhang, Lihua Xie:
Sparse MRI for motion correction. ISBI 2013: 962-965 - [i10]Zai Yang, Cishen Zhang, Lihua Xie:
Sparse MRI for motion correction. CoRR abs/1302.0077 (2013) - [i9]Zai Yang, Cishen Zhang, Lihua Xie:
Robust Compressive Phase Retrieval via L1 Minimization With Application to Image Reconstruction. CoRR abs/1302.0081 (2013) - [i8]Zai Yang, Lihua Xie, Cishen Zhang:
A discretization-free sparse and parametric approach for linear array signal processing. CoRR abs/1312.7695 (2013) - 2012
- [j3]Zai Yang, Cishen Zhang, Lihua Xie:
On Phase Transition of Compressed Sensing in the Complex Domain. IEEE Signal Process. Lett. 19(1): 47-50 (2012) - [j2]Zai Yang, Cishen Zhang, Lihua Xie:
Robustly Stable Signal Recovery in Compressed Sensing With Structured Matrix Perturbation. IEEE Trans. Signal Process. 60(9): 4658-4671 (2012) - [c4]Zai Yang, Lihua Xie, Cishen Zhang:
Accurate signal recovery in quantized compressed sensing. FUSION 2012: 2531-2536 - [c3]Zai Yang, Cishen Zhang, Lihua Xie:
Stable signal recovery in compressed sensing with a structured matrix perturbation. ICASSP 2012: 2737-2740 - [i7]Zai Yang, Lihua Xie, Cishen Zhang:
Unified framework and algorithm for quantized compressed sensing. CoRR abs/1203.4870 (2012) - [i6]Zai Yang, Lihua Xie, Cishen Zhang:
Bayesian compressed sensing with new sparsity-inducing prior. CoRR abs/1208.6464 (2012) - 2011
- [j1]Zai Yang, Cishen Zhang, Jun Deng, Wenmiao Lu:
Orthonormal Expansion ℓ1-Minimization Algorithms for Compressed Sensing. IEEE Trans. Signal Process. 59(12): 6285-6290 (2011) - [c2]Zai Yang, Cishen Zhang:
Sparsity-undersampling tradeoff of compressed sensing in the complex domain. ICASSP 2011: 3668-3671 - [c1]Jun Deng, Zai Yang, Cishen Zhang, Wenmiao Lu:
Orthonormal expansion ℓ1-minimization for compressed sensing in MRI. ICIP 2011: 2297-2300 - [i5]Arian Maleki, Laura Anitori, Zai Yang, Richard G. Baraniuk:
Asymptotic Analysis of Complex LASSO via Complex Approximate Message Passing (CAMP). CoRR abs/1108.0477 (2011) - [i4]Zai Yang, Cishen Zhang, Jun Deng, Wenmiao Lu:
Orthonormal Expansion ℓ1-Minimization Algorithms for Compressed Sensing. CoRR abs/1108.5037 (2011) - [i3]Zai Yang, Lihua Xie, Cishen Zhang:
Off-grid Direction of Arrival Estimation Using Sparse Bayesian Inference. CoRR abs/1108.5838 (2011) - [i2]Zai Yang, Cishen Zhang, Lihua Xie:
On Phase Transition of Compressed Sensing in the Complex Domain. CoRR abs/1109.2275 (2011) - [i1]Zai Yang, Cishen Zhang, Lihua Xie:
Robustly Stable Signal Recovery in Compressed Sensing with Structured Matrix Perturbation. CoRR abs/1112.0071 (2011)
Coauthor Index
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