Almost Lossless and Stable Analog Signal Separation

来源 :第八届工业与应用数学国际大会 | 被引量 : 0次 | 上传用户:misswj2009
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  We develop an information-theoretic framework to study almost lossless and stable analog signal separation.Our results reveal Minkowski dimension as the foundational element of the theory.As a byproduct,we discover a new technique for showing that the intersection of generic subspaces with subsets of sufficiently small Minkowski dimension is empty.This result can be viewed as a measure-theoretic version of the celebrated null-space property in compressed sensing theory.
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