On the Null Space Property of lq-Minimization for 0<q≤1 in Compressed Sensing
The paper discusses the relationship between the null space property (NSP) and the lq-minimization in compressed sensing. Several versions of the null space property, that is, the lq stable NSP, the lq robust NSP, and the lq,p robust NSP for 0<p≤q<1 based on the standard lq NSP, are proposed,...
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Main Authors: | Yi Gao, Jigen Peng, Shigang Yue, Yuan Zhao |
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Format: | Article |
Language: | English |
Published: |
Wiley
2015-01-01
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Series: | Journal of Function Spaces |
Online Access: | http://dx.doi.org/10.1155/2015/579853 |
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