A Sparsity Preestimated Adaptive Matching Pursuit Algorithm

In the matching pursuit algorithm of compressed sensing, the traditional reconstruction algorithm needs to know the signal sparsity. The sparsity adaptive matching pursuit (SAMP) algorithm can adaptively approach the signal sparsity when the sparsity is unknown. However, the SAMP algorithm starts fr...

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Bibliographic Details
Main Authors: Xinhe Zhang, Yufeng Liu, Xin Wang
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Journal of Electrical and Computer Engineering
Online Access:http://dx.doi.org/10.1155/2021/5598180