The research of Kronecker product-based measurement matrix of compressive sensing

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The research of Kronecker product-based measurement matrix of compressive sensing

The theory of compressive sensing is briefly introduced, and some construction methods for measurement matrix are deduced. A measurement matrix based on Kronecker product is devised, and it has been proved in mathematical proof. Numerical simulations on 2-D image verify that the proposed measurement matrix has better performance in storage space, construction time, and image reconstruction effe...

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ژورنال

عنوان ژورنال: EURASIP Journal on Wireless Communications and Networking

سال: 2013

ISSN: 1687-1499

DOI: 10.1186/1687-1499-2013-161