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author:

Gan, Zhenhua (Gan, Zhenhua.) [1] | Xiong, Baoping (Xiong, Baoping.) [2] | Zou, Fumin (Zou, Fumin.) [3] | Gao, Yueming (Gao, Yueming.) [4] (Scholars:高跃明) | Du, Min (Du, Min.) [5]

Indexed by:

EI Scopus

Abstract:

Due to the uncertainty of elements in the random matrix, the design of composite probes on compressed sensing microarray (CSM) becomes more complexity. In this paper, we proposed a sparse random measurement matrix with ‘0/1’ binary element, and fixed the same amount of elements ‘1’ on each row, to construct the CSM composite probe. There is the same dilution for the mixed solution of target segments to ensure the consistency of gene concentration, so the composite probes which made up of the linear combination of target segments are very simple. Simulation experiment results show that the variation characteristics of the target segment can be accurately recovered by OMP algorithm under N = 96 sequence segments and variation sparsity level K ≤ 12, when M = 48 composite probes are constructed with a sparse random matrix fixed amount of non-zero elements each row. © Springer International Publishing AG 2017.

Keyword:

Compressed sensing Data handling Information analysis Matrix algebra Microarrays Probes

Community:

  • [ 1 ] [Gan, Zhenhua]College of Information Science and Engineering, Fujian University of Technology, No. 3 Xueyuan Road, University Town, Minhou, Fuzhou; Fujian, China
  • [ 2 ] [Gan, Zhenhua]College of Electrical Engineering and Automation, Fuzhou University, No. 2 Xueyuan Road, University Town, Minhou, Fuzhou; Fujian Province, China
  • [ 3 ] [Gan, Zhenhua]Key Lab of Automotive Electronics and Electric Drive Technology of Fujian Province, No. 3 Xueyuan Road, University Town, Minhou, Fuzhou; Fujian, China
  • [ 4 ] [Xiong, Baoping]College of Information Science and Engineering, Fujian University of Technology, No. 3 Xueyuan Road, University Town, Minhou, Fuzhou; Fujian, China
  • [ 5 ] [Xiong, Baoping]College of Physics and Information Engineering, Fuzhou University, No. 2 Xueyuan Road, University Town, Minhou, Fuzhou; Fujian, China
  • [ 6 ] [Zou, Fumin]College of Information Science and Engineering, Fujian University of Technology, No. 3 Xueyuan Road, University Town, Minhou, Fuzhou; Fujian, China
  • [ 7 ] [Zou, Fumin]Key Lab of Automotive Electronics and Electric Drive Technology of Fujian Province, No. 3 Xueyuan Road, University Town, Minhou, Fuzhou; Fujian, China
  • [ 8 ] [Gao, Yueming]College of Physics and Information Engineering, Fuzhou University, No. 2 Xueyuan Road, University Town, Minhou, Fuzhou; Fujian, China
  • [ 9 ] [Du, Min]College of Electrical Engineering and Automation, Fuzhou University, No. 2 Xueyuan Road, University Town, Minhou, Fuzhou; Fujian Province, China
  • [ 10 ] [Du, Min]College of Physics and Information Engineering, Fuzhou University, No. 2 Xueyuan Road, University Town, Minhou, Fuzhou; Fujian, China

Reprint 's Address:

  • [zou, fumin]college of information science and engineering, fujian university of technology, no. 3 xueyuan road, university town, minhou, fuzhou; fujian, china;;[zou, fumin]key lab of automotive electronics and electric drive technology of fujian province, no. 3 xueyuan road, university town, minhou, fuzhou; fujian, china

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ISSN: 2194-5357

Year: 2017

Volume: 535

Page: 26-34

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 5

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