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
Link To Document :
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