Direction-of-Arrival Tracking

RPCA

B. Lin, J. Liu, M. Xie, J. Zhu, "Direction-of-Arrival Tracking via Low-Rank Plus Sparse Matrix Decomposition", IEEE Antennas and Wireless Propagation Letters, Volume 14, pages 1302-1305, 2015.

F. Liu, X. Lou, B. Zhang, R. Du, G. Sun “Truncated nuclear norm matrix recover algorithm for direction-of-arrival estimation”,  Signal, Image and Video Processing , Volume 18, pages 3715–3722, March 2024.

Bayesian RPCA

A. Das, "A Bayesian Sparse-Plus-Low-Rank Matrix Decomposition Method for Direction-of-Arrival Tracking", IEEE Sensors Journal, Volume 17, No. 15, pages 4894-4902, 2017.

Stable RPCA

X. Li, Z. Liu, Z. Shi, H. So, "MUSIC with Capped Frobenius Norm: Efficient Robust Direction-of-Arrival Estimator", IEEE Transactions on Aerospace and Electronic Systems, 2023.

Low-Rank Matrix Approximation

Q. Liu, Y. Gu, H. So, “DOA estimation in impulsive noise via low-rank matrix approximation and weakly convex optimization", IEEE Transactions on Aerospace and Electronic Systems, Volume 55, No. 6, pages 3603–3616, December 2019.