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In this paper the problem of adaptive target detection in structured Gaussian clutter is considered. The clutter is modeled as an auto-regressive process with known order but unknown parameters. To solve this problem, we have modified a well known adaptive detector (Kelly's GLRT) in four different forms. In this detector an estimation of covariance matrix is needed. In order to estimate the covariance...
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