DocumentCode
1321349
Title
Interference Suppression Algorithm for SAR Based on Time–Frequency Transform
Author
Shuangxi Zhang ; Mengdao Xing ; Rui Guo ; Lei Zhang ; Zheng Bao
Author_Institution
Nat. Key Lab. for Radar Signal Process., Xidian Univ., Xi´an, China
Volume
49
Issue
10
fYear
2011
Firstpage
3765
Lastpage
3779
Abstract
The goal of this paper is to suppress the narrowband interference (NBI) and wideband interference (WBI) in synthetic aperture radar (SAR) by using a nonparametric method. The method is based on the analysis of time-frequency characteristic of NBI and WBI from which an interference suppression filter combined with the constant false alarm rate algorithm is designed. In this approach, the short-time Fourier transform (STFT) is used to estimate the instantaneous frequency of the SAR echo data with interference. In the STFT domain, the instantaneous frequency spectrum is represented by wavelet, and then, the designed filter filters the corresponding wavelet coefficients of the interference components. In addition, this algorithm is robust to time-varying NBI and WBI. The performance of the proposed approach is evaluated by the simulated and measured data, and the effectiveness is demonstrated.
Keywords
Fourier transforms; echo suppression; nonparametric statistics; radar cross-sections; synthetic aperture radar; time-frequency analysis; wavelet transforms; NBI; SAR echo; STFT domain; WBI; false alarm rate algorithm; instantaneous frequency spectrum; interference suppression filter; narrowband interference; nonparametric method; short-time Fourier transform; synthetic aperture radar; time-frequency transform; wavelet coefficients; wideband interference; Algorithm design and analysis; Frequency domain analysis; Frequency modulation; Interference suppression; Wavelet domain; Wavelet transforms; Interference suppression; narrowband interference (NBI); short-time Fourier transform (STFT); subband decomposition; synthetic aperture radar (SAR); wavelet transform (WT); wideband interference (WBI);
fLanguage
English
Journal_Title
Geoscience and Remote Sensing, IEEE Transactions on
Publisher
ieee
ISSN
0196-2892
Type
jour
DOI
10.1109/TGRS.2011.2164409
Filename
6019049
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