Scholars@Duke

Sparse signal recovery and acquisition with graphical models

Publication ,  Journal Article
Cevher, V; Indyk, P; Carin, L; Baraniuk, R
Published in: IEEE Signal Processing Magazine
January 1, 2010
Published version (DOI)

Many applications in digital signal processing, machine learning, and communications feature a linear regression problem in which unknown data points, hidden variables, or code words are projected into a lower dimensional space via © 2006 IEEE.

Duke Scholars

Lawrence Carin
Author Lawrence Carin Electrical and Computer Engineering

Published In

IEEE Signal Processing Magazine

DOI

10.1109/MSP.2010.938029

ISSN

1053-5888

Publication Date

January 1, 2010

Volume

27

Issue

6

Start / End Page

92 / 103

Related Subject Headings

  • Networking & Telecommunications
  • 4603 Computer vision and multimedia computation
  • 4006 Communications engineering
  • 0913 Mechanical Engineering
  • 0906 Electrical and Electronic Engineering
  • 0801 Artificial Intelligence and Image Processing
 

Citation

APA
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ICMJE
MLA
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Cevher, V., Indyk, P., Carin, L., & Baraniuk, R. (2010). Sparse signal recovery and acquisition with graphical models. IEEE Signal Processing Magazine, 27(6), 92–103. https://doi.org/10.1109/MSP.2010.938029
Cevher, V., P. Indyk, L. Carin, and R. Baraniuk. “Sparse signal recovery and acquisition with graphical models.” IEEE Signal Processing Magazine 27, no. 6 (January 1, 2010): 92–103. https://doi.org/10.1109/MSP.2010.938029.
Cevher V, Indyk P, Carin L, Baraniuk R. Sparse signal recovery and acquisition with graphical models. IEEE Signal Processing Magazine. 2010 Jan 1;27(6):92–103.
Cevher, V., et al. “Sparse signal recovery and acquisition with graphical models.” IEEE Signal Processing Magazine, vol. 27, no. 6, Jan. 2010, pp. 92–103. Scopus, doi:10.1109/MSP.2010.938029.
Cevher V, Indyk P, Carin L, Baraniuk R. Sparse signal recovery and acquisition with graphical models. IEEE Signal Processing Magazine. 2010 Jan 1;27(6):92–103.

Published In

IEEE Signal Processing Magazine

DOI

10.1109/MSP.2010.938029

ISSN

1053-5888

Publication Date

January 1, 2010

Volume

27

Issue

6

Start / End Page

92 / 103

Related Subject Headings

  • Networking & Telecommunications
  • 4603 Computer vision and multimedia computation
  • 4006 Communications engineering
  • 0913 Mechanical Engineering
  • 0906 Electrical and Electronic Engineering
  • 0801 Artificial Intelligence and Image Processing