Deterministic Bounds for Restricted Isometry
in Compressed Sensing Matrices
1

I. E. Kaporin

Presented by Academician Yu.G. Evtushenko October 6, 2015

Received October 9, 2015

Abstract—A new quality measure for compressed sensing matrices is considered and its non-trivial lower
bound is obtained which depends on the matrix sizes only. A relation of the new estimate to the standard
restricted isometry property is established. The tightness of the new result is discussed as well as some its con-
sequences related to the known results in compressed sensing theory.

DOI: 10.1134/S1064562416030108


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