A Reed-Solomon Code Based Measurement Matrix with Small Coherence | IEEE Journals & Magazine | IEEE Xplore

A Reed-Solomon Code Based Measurement Matrix with Small Coherence


Abstract:

In this letter, we construct a class of deterministic measurement matrices which are asymptotically optimal. For this purpose, we first apply the tensor product over the ...Show More

Abstract:

In this letter, we construct a class of deterministic measurement matrices which are asymptotically optimal. For this purpose, we first apply the tensor product over the Reed Solomon (R-S) generator matrix to produce a new one; then employing this generator matrix, we construct a measurement matrix. If the R-S code is defined on \BBFq, then the resulting measurement matrices are of dimensions q2 ×q3, where q is an arbitrary prime power and its coherence would be 1/q, which is desirable for compressive sampling. We also illustrate the effectiveness of our proposed matrices in compressed sensing with some simulation examples.
Published in: IEEE Signal Processing Letters ( Volume: 21, Issue: 7, July 2014)
Page(s): 839 - 843
Date of Publication: 28 March 2014

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