Fast sparsity adaptive matching pursuit algorithm for large-scale image reconstruction

Abstract The accurate reconstruction of a signal within a reasonable period is the key process that enables the application of compressive sensing in large-scale image transmission. The sparsity adaptive matching pursuit (SAMP) algorithm does not need prior knowledge on signal sparsity and has high...

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Bibliographic Details
Main Authors: Shihong Yao, Qingfeng Guan, Sheng Wang, Xiao Xie
Format: Article
Language:English
Published: SpringerOpen 2018-04-01
Series:EURASIP Journal on Wireless Communications and Networking
Online Access:http://link.springer.com/article/10.1186/s13638-018-1085-6