A spatially distributed system for signal sampling and reconstruction consists of huge amounts of small sensing devices with limited computing and telecommunication capabilities. In this paper, we discuss stability of such a sampling/reconstruction system and develop a distributed algorithm for fast reconstruction of high-dimensional signals.
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