DocumentCode :
5261
Title :
A Novel Moving Target Imaging Algorithm for HRWS SAR Based on Local Maximum-Likelihood Minimum Entropy
Author :
Shuang-Xi Zhang ; Meng-Dao Xing ; Xiang-Gen Xia ; Rui Guo ; Yan-Yang Liu ; Zheng Bao
Author_Institution :
Nat. Key Lab. of Radar Signal Process., Xidian Univ., Xi´an, China
Volume :
52
Issue :
9
fYear :
2014
fDate :
Sept. 2014
Firstpage :
5333
Lastpage :
5348
Abstract :
For high-resolution wide-swath (HRWS) SAR based on multiple receive apertures in azimuth, this paper proposes a novel imaging approach for moving targets. This approach utilizes the wide bandwidth characteristics of the transmitted signal (multiple wavelengths) to estimate the moving target velocity. First, this paper explains that there is a phase mismatch (PM) between azimuth channels for the echo of a moving target, which depends on range frequency. In order to correct the PM, an algorithm based on local maximum-likelihood minimum entropy is proposed. The linear dependence of the PM on range frequency is employed to estimate the target velocity. Second, after the signal reconstruction in Doppler frequency and the compensation of the PM for a moving target, the estimated target velocity is utilized to implement the linear range cell migration correction and the Doppler centroid shifting. Then, the quadratic range cell migration is corrected by the keystone processing. After that, the focused moving target image can be obtained using the existing azimuth focusing approaches. Theoretical analysis shows that no interpolation is needed. The effectiveness of the imaging algorithm for moving targets is demonstrated via simulated and real measured ship HRWS ScanSAR data.
Keywords :
Doppler radar; compensation; image reconstruction; image resolution; maximum entropy methods; maximum likelihood estimation; minimum entropy methods; radar imaging; radar receivers; synthetic aperture radar; Doppler centroid shifting; Doppler frequency; HRWS ScanSAR data; PM; compensation; high-resolution wide-swath SAR; keystone processing; linear range cell migration correction; local maximum-likelihood minimum entropy; moving target imaging algorithm; moving target velocity estimaion; multiple receive azimuth aperture channel; phase mismatch; quadratic range cell migration; signal reconstruction; Apertures; Azimuth; Doppler effect; Estimation; Focusing; Synthetic aperture radar; Channel calibration; high resolution wide swath (HRWS); keystone processing; maximum-likelihood minimum entropy (MLME); moving target imaging (MTIm); multiple receive apertures in azimuth; phase mismatch (PM); slant-range velocity estimation; synthetic aperture radar (SAR);
fLanguage :
English
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
Publisher :
ieee
ISSN :
0196-2892
Type :
jour
DOI :
10.1109/TGRS.2013.2288269
Filename :
6678088
Link To Document :
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