Construction of efficient and structural chaotic sensing matrix for compressive sensing

作者:

Highlights:

• Novel structural chaotic sensing matrix for compressive sensing.

• Proposed sensing matrix based on chaotic sequence.

• Novel chaotic-based permutation algorithm proposed to achieve down-sampling operation.

• Comparative analysis carried out with the state-of-the-art sensing matrix.

摘要

•Novel structural chaotic sensing matrix for compressive sensing.•Proposed sensing matrix based on chaotic sequence.•Novel chaotic-based permutation algorithm proposed to achieve down-sampling operation.•Comparative analysis carried out with the state-of-the-art sensing matrix.

论文关键词:Compressive sensing,Structural sensing matrix,Mutual coherence,Chebyshev chaotic sequence

论文评审过程:Received 5 January 2018, Revised 7 June 2018, Accepted 7 June 2018, Available online 26 July 2018, Version of Record 31 July 2018.

论文官网地址:https://doi.org/10.1016/j.image.2018.06.004