RPCA (16 papers)
N. Guo, S. Hou, Z. Hu R. Qiu, "Robust PCA based extended target estimation with interference mitigation", IEEE RadarConference, RadarConf 2011, pages 1006-1009, 2011.
L. Nguyen, T. Tran, "RFI-radar signal separation via simultaneous low-rank and sparse recovery”, IEEE Radar Conference, RadarConf 2016, pages 1-5, Philadelphia, USA, 2016.
S. Joy, L. Nguyen, T. Tran, “Radio frequency interference suppression in ultra-wideband synthetic aperture radar using range-azimuth sparse and low-rank model”, IEEE Radar Conference, RadarConf 2016, pages 1-4, Philadelphia, USA, 2016.
L. Nguyen, T. Tran, “A comprehensive performance comparison of RFI mitigation techniques for UWB radar signals", IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, pages 3086-3090, New Orleans, USA, 2017.
L. Nguyen, T. Tran, “Interference separation for UWB radar signals from entropy-driven robust PCA”, IEEE Radar Conference, RadarConf 2017, pages 389-393, Seattle, USA, 2017.
J. Su, H. Tao, M. Tao, L. Wang, J. Xie, "Narrow-Band Interference Suppression via RPCA-Based Signal Separation in Time–Frequency Domain”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Volume 10, No. 11, pages 5016-5025, November 2017.
X. Ai, Y. Luo, G. Zhao, "Transient interference excision and signal recovery in OTHR using robust principal component analysis", Electronics Letters, Volume 51, No. 17, pages 1363-1364, 2015.
Y. Hongxin, S. Fulin, "Micro‐Doppler effect removal for inverse synthetic aperture radar imaging based on augmented Lagrange multipliers", Microwave and Optical Technology Letters, 2020.
N. Ristea, A. Anghel, R. Ionescu, Y. Eldar, “Automotive Radar Interference Mitigation With Unfolded Robust PCA based on Residual Overcomplete Auto-Encoder Blocks”, Preprint, October 2020.
W. Zhou, C. Yeh, R. Jin, Z. Li, S. Song, J. Yang, “ISAR imaging of targets with rotating parts based on robust principal component analysis", IET Radar, Sonar and Navigation, Volume 11, No. 4, pages 563–569, 2017.
Y. Hongxin, S. Fulin, “Micro-doppler effect removal for inverse synthetic aperture radar imaging based on augmented Lagrange multipliers", Microwave and Optical Technology Letters, Volume 63, No. 2, pages 466–470, 2021.
S. Zhang, Y. Liu, X. Li, D. Hu, “Removal of micro-Doppler effect of ISAR image based on Laplacian regularized nonconvex low-rank representation”, IEEE Transactions on Image Processing, 2021.
Q. Guo, Y. Tian, L. Qi, Y. Wang, D. Li, M. Kaliuzhnyi, "A SAR Multiple RFI Suppression Method via Frobenius Norm and Iterative Matrix Decomposition", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, January 2024.
T. Qiu, X. Sun, H. Zheng, W. Wang, Y. Zhang, C. Liu, "A Scheme for Extracting Weak RFI Parameters Based on TJLS Matrix Decomposition", IEEE Geoscience and Remote Sensing Letters, Volume 21, pages 1-5, 2024.
L. Zhang, Y. Luo, H. Wang, Q. Zhang, "Suppression of Mainlobe Interference in Radar Network via Joint Low-Rank and Sparse Recovery", IEEE Transactions on Radar Systems, Volume 2, pages 303-317, 2024.
D. Mao, J. Yang, X. Tuo, Y. Zhang, W. Huo, Y. Zhang, Y. Huang, "Angular Superresolution for Forward-looking Scanning Radar with Pulse Interference Using Cross Domain Low-rank and Sparse Optimization”, IEEE Transactions on Geoscience and Remote Sensing, 2024.
Stable RPCA (6 papers)
X. Ai, Y. Luo, G. Zhao, "Transient Interference Excision in Over-the-Horizon Radar by Robust Principal Component Analysis with a Structured Matrix", IEEE Geoscience and Remote Sensing Letters, Volume 13, No. 1, pages 48-52, January 2016.
J. Ren, T. Zhang, J. Li, L. Nguyen, "Robust and hyperparameter-free RFI mitigation via l1,2 PLAD and group SPICE", IEEE Radar Conference, RadarConf 2018, Oklahoma City, USA, pages 187-191, 2018.
J. Johnston, J. Ren, T. Zhang, J. Li, L. Nguyen, "RFI mitigation for UWB radar via SPICE", SPIE 10633, Radar Sensor Technology, May 2018.
J. Ren, T. Zhang, J. Li, L. Nguyen, P. Stoica, "RFI Mitigation for UWB Radar Via Hyperparameter-Free Sparse SPICE Methods", IEEE Transactions on Geoscience and Remote Sensing, 2018.
H. Yang, C. Chen, S. Chen, F. Xi ,Z. Liu, "A Dictionary-Based SAR RFI Suppression Method via Robust PCA and Chirp Scaling Algorithm", IEEE Geoscience and Remote Sensing Letters, 2020.
Z. Tang, Y. Deng, H. Zheng ,“RFI Suppression for SAR via a Dictionary-Based Nonconvex Low-Rank Minimization Framework and Its Adaptive Implementation”, MDPI Remote Sensing, February 2022.