Spatially distributed sampling and reconstruction of high-dimensional signals

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.