Fast reconstruction method for compressed sensing model with semi-tensor product

Fast reconstruction method for compressed sensing model with semi-tensor product

To reduce the storage space of random measurement matrix and improve the reconstruction efficiency for compressed sensing (CS),a new sampling approach for CS with semi-tensor product (STP-CS) was proposed.The proposed approach generated a low dimensional random measurement matrix to sample the spars...

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Bibliographic Details
Main Authors: Jinming WANG, Shiping YE, Lizhe YU, Sen XU, Yanjun JIANG
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2018-07-01
Series:Tongxin xuebao
Subjects:
compressed sensing
measurement matrix
semi-tensor product
storage space
reconstruction time
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2018111/
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http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2018111/

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