Improved Generalized Sparsity Adaptive Matching Pursuit Algorithm Based on Compressive Sensing

The modified adaptive orthogonal matching pursuit algorithm has a lower convergence speed. To overcome this problem, an improved method with faster convergence speed is proposed. In respect of atomic selection, the proposed method computes the correlation between the measurement matrix and residual...

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Bibliographic Details
Main Authors: Zhao Liquan, Ma Ke, Jia Yanfei
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Journal of Electrical and Computer Engineering
Online Access:http://dx.doi.org/10.1155/2020/2782149