受邀章节

  • Z. Yang, J. Li, P. Stoica, and L. Xie, "Sparse Methods for Direction-of-Arrival Estimation," in Academic Press Library in Signal Processing Volume 7, R. Chellappa and S. Theodoridis, Eds. Academic Press, 2018, pp. 509–581.

 

期刊论文

在投：

  1. Y. Chu, Z. Wei, Z. Yang*, and D. W. K. Ng, "Channel estimation for RIS-aided MIMO systems: A partially decoupled atomic norm minimization approach," submitted, 2023.

  2. Z. Yang and K. Wang, "Nonasymptotic performance analysis of direct-augmentation and spatial-smoothing ESPRIT for localization of more sources than sensors using sparse arrays," arXiv:2302.11209, 2023.

  3. X. Wu, Z. Yang*, and Z. Xu, "Multichannel frequency estimation in challenging scenarios via structured matrix embedding and recovery (StruMER)," submitted, 2023.

  4. Z. Yang, Y.-L. Mo, G. Tang, and Z. Xu, "Separation-free spectral super-resolution via convex optimization," arXiv:2211.15361, 2022.

  5. X. Wu, Z. Yang*, Z. Wei, and Z. Xu, "Direction-of-arrival estimation for constant modulus signals using a structured matrix recovery technique," submitted, 2022.

已发表：

  1. Z. Yang, X. Chen, and X. Wu, "A robust and statistically efficient maximum-likelihood method for DOA estimation using sparse linear arrays," IEEE Transactions on Aerospace and Electronic Systems, DOI: 10.1109/TAES.2023.3280894, 2023.

  2. Z. Yang, X. Wu, and Z. Xu, "New low rank optimization model and algorithms for spectral compressed sensing," Science China Mathematics, DOI: 10.1007/s11425-021-2151-0, 2023.

  3. Y. Chu, Z. Wei, and Z. Yang*, "New reweighted atomic norm minimization approach for line spectral estimation," Signal Processing, vol. 206, pp. 108897, May 2023.

  4. Z. Yang, "Nonasymptotic performance analysis of ESPRIT and spatial-smoothing ESPRIT," IEEE Transactions on Information Theory, vol. 69, no. 1, pp. 666–681, 2023.

  5. X. Wu, Z. Yang*, P. Stoica, and Z. Xu, "Maximum likelihood line spectral estimation in the signal domain: a rank-constrained structured matrix recovery approach," IEEE Transactions on Signal Processing, vol. 70, pp. 4156–4169, 2022.

  6. J. Shi, Z. Yang*, and Y. Liu, "On parameter identifiability of diversity-smoothing-based MIMO radar," IEEE Transactions on Aerospace and Electronic Systems, vol. 58, no. 3, pp. 1660–1675, 2022.

  7. R. A. Horn and Z. Yang (alphabetical order), "Rank of a Hadamard product," Linear Algebra and its Applications, vol. 591, pp. 87–98, 2020.

  8. Z. Yang, P. Stoica, and J. Tang, "Source resolvability of spatial-smoothing-based subspace methods: A Hadamard product perspective," IEEE Transactions on Signal Processing, vol. 67, no. 10, pp. 2543–2553, 2019.

  9. Z. Yang, J. Tang, Y. C. Eldar, and L. Xie, "On the sample complexity of multichannel frequency estimation via convex optimization," IEEE Transactions on Information Theory, vol. 65, no. 4, pp. 2302–2315, 2019.

  10. Z. Yang and L. Xie, "Fast convex optimization method for frequency estimation with prior knowledge in all dimensions," Signal Processing, vol. 142, pp. 271–280, 2018.

  11. Z. Yang and L. Xie, "Frequency-selective Vandermonde decomposition of Toeplitz matrices with applications," Signal Processing, vol. 142, pp. 157–167, 2018. 

  12. Z. Yang and L. Xie, "On gridless sparse methods for multi-snapshot direction of arrival estimation," Circuits, Systems, and Signal Processing, vol. 36, no. 8, pp. 3370–3384, 2017.

  13. Z. Yang and L. Xie, "Exact joint sparse frequency recovery via optimization methods," IEEE Transactions on Signal Processing, vol. 64, no. 19, pp. 5145–5157, Oct 1, 2016. 

  14. Z. Yang, L. Xie and P. Stoica, "Vandermonde decomposition of multilevel Toeplitz matrices with application to multidimensional super-resolution," IEEE Transactions on Information Theory, vol. 62, no. 6, pp. 3685–3701, June 2016. 

  15. Z. Yang and L. Xie, "Enhancing sparsity and resolution via reweighted atomic norm minimization," IEEE Transactions on Signal Processing, vol. 64, no. 4, pp. 995–1006, Feb 15, 2016.

  16. Z. Yang and L. Xie, "On gridless sparse methods for line spectral estimation from complete and incomplete data," IEEE Transactions on Signal Processing, vol. 63, no. 12, pp. 3139–3153, June 15, 2015.

  17. B. Huang, L. Xie, and Z. Yang, "TDOA-based source localization with distance-dependent noises," IEEE Transactions on Wireless Communications, vol. 14, no. 1, pp. 468–480, Jan 2015.

  18. Z. Yang, L. Xie, and C. Zhang, "A discretization-free sparse and parametric approach for linear array signal processing," IEEE Transactions on Signal Processing, vol. 62, no. 19, pp. 4959–4973, Oct 1, 2014. 

  19. A. Maleki, L. Anitori, Z. Yang, and R.G. Baraniuk, "Asymptotic analysis of complex LASSO via complex approximate message passing (CAMP)," IEEE Transactions on Information Theory, vol. 59, no. 7, pp. 4290–4308, 2013.

  20. Z. Yang, L. Xie, and C. Zhang, "Variational Bayesian algorithm for quantized compressed sensing," IEEE Transactions on Signal Processing, vol. 61, no. 11, pp. 2815–2824, 2013. 

  21. Z. Yang, L. Xie, and C. Zhang, "Off-grid direction of arrival estimation using sparse Bayesian inference," IEEE Transactions on Signal Processing, vol. 61, no. 1, pp. 38–43, 2013. 

  22. Z. Yang, C. Zhang, and L. Xie, "Robustly stable signal recovery in compressed sensing with structured matrix perturbation," IEEE Transactions on Signal Processing, vol. 60, no. 9, pp. 4658–4671, 2012. 

  23. Z. Yang, C. Zhang, and L. Xie, "On phase transition of compressed sensing in the complex domain," IEEE Signal Processing Letters, vol. 19, no. 1, pp. 47–50, 2012. 

  24. Z. Yang, C. Zhang, J. Deng, and W. Lu, "Orthonormal expansion l1-minimization algorithms for compressed sensing," IEEE Transactions on Signal Processing, vol. 59, no. 12, pp. 6285–6290, 2011.