Yao Ping, Chen Bingbing, Wang Zhensong. To improve the performance of autofocus in SAR images with an azimuth adaptive filter[J]. Journal of Electronics & Information Technology, 2003, 25(8): 1066-1072.
Citation:
Yao Ping, Chen Bingbing, Wang Zhensong. To improve the performance of autofocus in SAR images with an azimuth adaptive filter[J]. Journal of Electronics & Information Technology, 2003, 25(8): 1066-1072.
Yao Ping, Chen Bingbing, Wang Zhensong. To improve the performance of autofocus in SAR images with an azimuth adaptive filter[J]. Journal of Electronics & Information Technology, 2003, 25(8): 1066-1072.
Citation:
Yao Ping, Chen Bingbing, Wang Zhensong. To improve the performance of autofocus in SAR images with an azimuth adaptive filter[J]. Journal of Electronics & Information Technology, 2003, 25(8): 1066-1072.
In SAR azimuth signal processing, it is very common to subsample the raw data with a filter, which may reduce the Signal Noise Ratio(SNR) of the raw image. Since autofocus is to estimate the Doppler parameters from the raw data, with the reduced SNR, the result of autofocus may be incorrect. And images processed with the incorrect parameters will be worsened. This paper analyses the effect of SNR on autofocus and proposes an adaptive filter in SAR azimuth subsampling to keep SNR as high as possible, so that the performance of autofocus can be improved and higher image quality achieved. Finally, an image processed with the adaptive filter is contrasted with the result of a traditional filter, which proves the effectiveness of the adaptive filter on autofocus and the final image.
J.C. Curlander.[J].R. N. McDonough, Synthetic Aperture Radar-Systems and Signal Processing,New York, John Wiley Sons.1991,:-[2]张澄波,综合孔径雷达原理、系统分析与应用,北京,科学出版社,1989,118-124.[3]吴兆熊,黄振兴,黄顺吉,数字信号处理(下册),北京,国防工业出版社,1988,1-20.[4]陆大 ,随机过程及其应用;北京,清华大学出版社,1986,242-245,474-491.[5]程佩青,数字信号处理教程,北京,清华大学出版社,1995,185-212.