Simultaneous Narrowband and Wideband Interference Suppression on Single-Channel SAR System via Low-Rank Recovery

Nowadays, in the complicated electromagnetic environment, the complex interferences, including the narrowband interferences (NBIs) and wideband interferences (WBIs), may severely affect the imaging quality of synthetic aperture radar (SAR) systems. Most traditional methods can only tackle with one kind of isolated interferences, NBIs or WBIs. In this paper, we first strictly derive the low-rank property of both NBIs and WBIs and then employ the robust principal component analysis (RPCA) to simultaneously suppress them. Unlike the traditional methods, the proposed method is capable to tackle with complicated interferences, not only the isolated NBIs or WBIs. The real X-band SAR data is provided to demonstrate the effectiveness of the proposed method.

[1]  Zheng Bao,et al.  Interference Suppression Algorithm for SAR Based on Time–Frequency Transform , 2011, IEEE Transactions on Geoscience and Remote Sensing.

[2]  Diannong Liang,et al.  Gradual RELAX algorithm for RFI suppression in UWB-SAR , 1999 .

[3]  Richard T. Lord RADIO FREQUENCY INTERFERENCE SUPPRESSION APPLIED TO SYNTHETIC APERTURE RADAR DATA , 2005 .

[4]  Guisheng Liao,et al.  Time Variant RFI Suppression for SAR Using Iterative Adaptive Approach , 2013, IEEE Geoscience and Remote Sensing Letters.

[5]  Guisheng Liao,et al.  SAR Automatic Target Recognition Using Joint Low-Rank and Sparse Multiview Denoising , 2018, IEEE Geoscience and Remote Sensing Letters.

[6]  Feng Zhou,et al.  Wideband Interference Mitigation in High-Resolution Airborne Synthetic Aperture Radar Data , 2016, IEEE Transactions on Geoscience and Remote Sensing.

[7]  Jie Li,et al.  GMTI and Parameter Estimation for MIMO SAR System via Fast Interferometry RPCA Method , 2018, IEEE Transactions on Geoscience and Remote Sensing.

[8]  Yi Ma,et al.  Robust principal component analysis? , 2009, JACM.

[9]  Mengdao Xing,et al.  Eigensubspace-Based Filtering With Application in Narrow-Band Interference Suppression for SAR , 2007, IEEE Geoscience and Remote Sensing Letters.

[10]  Jie Li,et al.  Fast Narrowband RFI Suppression Algorithms for SAR Systems via Matrix-Factorization Techniques , 2019, IEEE Transactions on Geoscience and Remote Sensing.

[11]  Jie Li,et al.  Narrowband RFI Suppression for SAR System via Fast Implementation of Joint Sparsity and Low-Rank Property , 2018, IEEE Transactions on Geoscience and Remote Sensing.

[12]  Jie Li,et al.  GMTI and Parameter Estimation via Time-Doppler Chirp-Varying Approach for Single-Channel Airborne SAR System , 2017, IEEE Transactions on Geoscience and Remote Sensing.

[13]  Yi Zhou,et al.  Simultaneous Radio Frequency and Wideband Interference Suppression in SAR Signals via Sparsity Exploitation in Time–Frequency Domain , 2018, IEEE Transactions on Geoscience and Remote Sensing.