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On the relationship between compressive sensing and random sensor arrays

Publication ,  Journal Article
Carin, L
Published in: IEEE Antennas and Propagation Magazine
October 1, 2009

Random sensor arrays are examined from a compressive-sensing (CS) perspective. It is demonstrated that the natural random-array projections manifested by the media Green's function are consistent with the projection-type measurements associated with compressive sensing. This linkage allows the use of existing compressive-sensing theory to quantify the performance of random arrays, of interest for array design. The analysis demonstrates that the compressive-sensing theory is applicable to arrays in vacuum as well as in the presence of surrounding media; further, the presence of surrounding media with known properties may be used to improve array performance. © 2006 IEEE.

Duke Scholars

Published In

IEEE Antennas and Propagation Magazine

DOI

ISSN

1045-9243

Publication Date

October 1, 2009

Volume

51

Issue

5

Start / End Page

72 / 81

Related Subject Headings

  • Networking & Telecommunications
  • 4006 Communications engineering
  • 1005 Communications Technologies
  • 0906 Electrical and Electronic Engineering
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Carin, L. (2009). On the relationship between compressive sensing and random sensor arrays. IEEE Antennas and Propagation Magazine, 51(5), 72–81. https://doi.org/10.1109/MAP.2009.5432044
Carin, L. “On the relationship between compressive sensing and random sensor arrays.” IEEE Antennas and Propagation Magazine 51, no. 5 (October 1, 2009): 72–81. https://doi.org/10.1109/MAP.2009.5432044.
Carin L. On the relationship between compressive sensing and random sensor arrays. IEEE Antennas and Propagation Magazine. 2009 Oct 1;51(5):72–81.
Carin, L. “On the relationship between compressive sensing and random sensor arrays.” IEEE Antennas and Propagation Magazine, vol. 51, no. 5, Oct. 2009, pp. 72–81. Scopus, doi:10.1109/MAP.2009.5432044.
Carin L. On the relationship between compressive sensing and random sensor arrays. IEEE Antennas and Propagation Magazine. 2009 Oct 1;51(5):72–81.

Published In

IEEE Antennas and Propagation Magazine

DOI

ISSN

1045-9243

Publication Date

October 1, 2009

Volume

51

Issue

5

Start / End Page

72 / 81

Related Subject Headings

  • Networking & Telecommunications
  • 4006 Communications engineering
  • 1005 Communications Technologies
  • 0906 Electrical and Electronic Engineering