Lq Regularization Method for Spaceborne SCANSAR and TOPS SAR Imaging
Konferenz: EUSAR 2016 - 11th European Conference on Synthetic Aperture Radar
06.06.2016 - 09.06.2016 in Hamburg, Germany
Tagungsband: EUSAR 2016
Seiten: 4Sprache: EnglischTyp: PDF
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Autoren:
Bi, Hui; Wei, Zhonghao (University of Chinese Academy of Sciences & Science and Technology on Microwave Imaging Laboratory, Institute of Electronics, Chinese Academy of Sciences, China)
Zhang, Bingchen; Hong, Wen (Institute of Electronics, Chinese Academy of Sciences, China)
Zhu, Xiao Xiang (Signal Processing in Earth Observation, Technical University of Munich & Remote Sensing Technology Institute, German Aerospace Center, Germany)
Jiang, Chenglong (Shanghai Radio Equipment Research Institute, China)
Inhalt:
SCANSAR and TOPS SAR are two typical wide swath modes, which increase the swath by periodically switching the incidence angle of antenna among different subswath from near to far range. Sparse signal processing technique can be applied to SAR imaging by solving Lq (0 < q ≤ 1) regularization problem to achieve high-resolution image that can improve the image performance effectively, e.g., suppress sidelobe, clutter and azimuth ambiguity. In this paper, we proposed an azimuth-range decouple-based Lq regularization method for SCANSAR and TOPS SAR imaging. Compared to the MF-based algorithm, the proposed method can suppress clutter, reduce sidelobe efficiently. In addition, it has less computational complexity than conventional Lq regularization technique. Experimental results based on TerraSAR-X data demonstrate the validity of the proposed method.