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A novel method of deinterleaving pulse repetition interval modulated sparse sequences in noisy environments

Keshavarzi, M ; Sharif University of Technology

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  1. Type of Document: Article
  2. DOI: 10.1587/transfun.E97.A.1136
  3. Abstract:
  4. This letter presents a novel method based on sparsity, to solve the problem of deinterleaving pulse trains. The proposed method models the problem of deinterleaving pulse trains as an underdetermined system of linear equations. After determining the mixing matrix, we find sparsest solution of an underdetermined system of linear equations using basis pursuit denoising. This method is superior to previous ones in a number of aspects. First, spurious and missing pulses would not cause any performance reduction in the algorithm. Second, the algorithm works well despite the type of pulse repetition interval modulation that is used. Third, the proposed method is able to separate similar sources.Copyright
  5. Keywords:
  6. Deinterleaving ; Pulse train ; Algorithms ; Basis pursuit denoising ; Noisy environment ; Pulse repetition intervals ; Pulse train ; Sparse sequences ; Sparsity ; Underdetermined systems ; Linear equations
  7. Source: IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences ; Vol. E97-A, issue. 5 , 2014 , pp. 1136-1139 ; ISSN: 17451337
  8. URL: https://www.jstage.jst.go.jp/article/transfun