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On the relationship between compressive sensing and random sensor arrays

Journal articles  - Journal Article
Carin, L
Published in: IEEE Antennas and Propagation Magazine
October 1, 2009
Published version (DOI)

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

Lawrence Carin
Author Lawrence Carin Pierre R. Lamond Department of Electrical and Computer Engin ...
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Published In

IEEE Antennas and Propagation Magazine

DOI

10.1109/MAP.2009.5432044

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
 

Citation

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MLA
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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

10.1109/MAP.2009.5432044

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