SAR (synthetic aperture radar) echo simulating method based on GPU (graphics processing unit) parallel computing
A parallel computing and echo simulation technology, applied in the field of signal processing, to achieve high-precision phase simulation, improve echo simulation speed, and easily add error models.
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[0024] like figure 1 As shown, a fast simulation method for SAR echoes based on GPU parallel computing, the implementation of this method is a three-layer loop, the number of outermost loops is the number of azimuth sampling points, and the inner two-layer loop is used to calculate the azimuth echo, followed by The azimuth echo is convolved with the transmitted signal, which is performed in the outermost loop. Like the two-dimensional time-domain algorithm, the azimuth echo signal operation is mapped to the two-dimensional thread grid, and the outer loop is realized by calling the kernel function multiple times. Assume that the sampling points of the echo data in the azimuth direction and the range direction are N respectively a and N r , then N can be turned on in the GPU a ×N r threads to compute the azimuth echo signals in parallel, taking into account antenna pattern gain and Doppler phase contributions. Call the GPU kernel function to traverse the azimuth time, so as...
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