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A new result on recovery sparse signals using orthogonal matching pursuit
oleh: Xueping Chen, Jianzhong Liu, Jiandong Chen
Format: | Article |
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Diterbitkan: | Taylor & Francis Group 2022-08-01 |
Deskripsi
Orthogonal matching pursuit (OMP) algorithm is a classical greedy algorithm widely used in compressed sensing. In this paper, by exploiting the Wielandt inequality and some properties of orthogonal projection matrix, we obtained a new number of iterations required for the OMP algorithm to perform exact recovery of sparse signals, which improves significantly upon the latest results as we know.