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Universal 1-Bit Compressive Sensing for Bounded Dynamic Range Signals

Universal 1-Bit Compressive Sensing for Bounded Dynamic Range Signals

A universal 1-bit compressive sensing (CS) scheme consists of a measurement matrix A such that for all signals x belonging to a particular class, x can be approximately recovered from sign(Ax). 1-bit CS models extreme quantization effects where only one bit of information is revealed per measurement. We focus on …