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Performance limitations of compressive sensing for millimeter wave imaging

The authors present an analysis of compressive sensing (CS) as applied to millimeter wave and optical imaging systems, showing that the technique inherently reduces detection efficiency due to reflection and diffraction effects of the underlying electromagnetics. The results show that single-detector imaging approaches that rely on simultaneous detection of multiple spatial modes (i.e., image pixels) require an electrically large detector to maintain high detection efficiency.