Compressive Sensing for Radar Signals: Part 1: Probabilistic Approach
Royal Military College, Department of Electrical and Computer Engineering Kingston, ON Canada
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Compressive sensing CS has received considerable research interest recently. CS has been successfully applied in many applications, such as high-resolution image processing, wireless communication, electronic signal capturing and biomedical imaging systems 1. In the context of radar, the number of potential targets is often limited. Hence, exploiting the sparsity of radar signals in various spaces, CS has been recently applied to multiple-input multiple-output MIMO radar systems.