Matrices With Small Coherence Using p-Ary Block Codes

被引:57
作者
Amini, Arash [1 ]
Montazerhodjat, Vahid [1 ]
Marvasti, Farokh [1 ]
机构
[1] Sharif Univ Technol, ACRI, Dept Elect Engn, Tehran 113659363, Iran
关键词
Compressed sensing; p-ary BCH codes; coherences;
D O I
10.1109/TSP.2011.2169249
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In contrast to the vast amount of literature in random matrices in the field of compressed sensing, the subject of deterministic matrix design is at its early stages. Since these deterministic matrices are usually constructed using the polynomials in finite Galois fields, the number of rows (number of samples) is restricted to some specific integers such as prime powers. In this paper, besides extending a previous matrix design based on the binary BCH codes to the p-ary codes, we introduce matrices with wide variety of options for the number of rows. Simulation results demonstrate that these matrices perform almost as well as random matrices.
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页码:172 / 181
页数:10
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