Airborne FMCW SAR Sparse Imaging: Initial Results

Using continuous-wave technology to replace conventional pulse mode, frequency-modulation continuous-wave (FMCW) synthetic aperture radar (SAR) reduces the sensor peak transmission power, and hence minimizes the weight and cost of system, which makes it is very suitably for the short-range airborne SAR imaging. In this paper, we introduce the sparse imaging method to the real airborne FMCW SAR data processing to obtain high-resolution image of surveillance region. In addition, considering the platform motion error in data collection, motion compensation is also integrated into the algorithm implementation to guarantee the exact focus of raw data. Compared with matched filtering (MF) based algorithms, sparse imaging method can improve the image performance efficiently, such as sidelobes reduction, noise suppression, and has down-sampled data based imaging ability for sparse scene. Experimental results via actual airborne data verify the effectiveness of the sparse imaging method in FMCW SAR data processing.

[1]  Peter Hoogeboom,et al.  Modified range-Doppler processing for FM-CW synthetic aperture radar , 2006, IEEE Geoscience and Remote Sensing Letters.

[2]  Andrew Gerald Stove,et al.  Linear FMCW radar techniques , 1992 .

[3]  David G. Long,et al.  Theory and Application of Motion Compensation for LFM-CW SAR , 2008, IEEE Transactions on Geoscience and Remote Sensing.

[4]  Zongben Xu,et al.  Fast Compressed Sensing SAR Imaging Based on Approximated Observation , 2013, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[5]  W. Clem Karl,et al.  Feature-enhanced synthetic aperture radar image formation based on nonquadratic regularization , 2001, IEEE Trans. Image Process..

[6]  Xiao Xiang Zhu,et al.  $L_{1}$ -Regularization-Based SAR Imaging and CFAR Detection via Complex Approximated Message Passing , 2017, IEEE Transactions on Geoscience and Remote Sensing.

[7]  Helmut Essen,et al.  Focus FMCW SAR Data Using the Wavenumber Domain Algorithm , 2010, IEEE Transactions on Geoscience and Remote Sensing.

[8]  Leo P. Ligthart,et al.  Signal Processing for FMCW SAR , 2007, IEEE Transactions on Geoscience and Remote Sensing.

[9]  Rama Chellappa,et al.  Compressed Synthetic Aperture Radar , 2010, IEEE Journal of Selected Topics in Signal Processing.

[10]  A. Meta,et al.  Non-linear Frequency Scaling Algorithm for FMCW SAR Data , 2006, 2006 European Radar Conference.