1. Imaging algorithm of multi-ship motion target based on compressed sensing.
- Author
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Lin Zhang and Yicheng
- Subjects
- *
COMPRESSED sensing , *SIGNAL reconstruction , *FOURIER transforms , *ALGORITHMS , *SYNTHETIC aperture radar , *IMAGE processing - Abstract
An imaging algorithm based on compressed sensing (CS) for the multi-ship motion target is presented. In order to reduce the quantity of data transmission in searching the ships on a large sea area, both range and azimuth of the moving ship targets are converted into sparse representation under certain signal basis. The signal reconstruction algorithm based on CS at a distant calculation station, and the Keystone and fractional Fourier transform (FRFT) algorithm are used to compensate range migration and obtain Doppler frequency. When the sea ships satisfy the sparsity, the algorithm can obtain higher resolution in both range and azimuth than the conventional imaging algorithm. Some simulations are performed to verify the reliability and stability. [ABSTRACT FROM AUTHOR]
- Published
- 2016
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