Compressive multiplexers for correlated signals

Conference Record - Asilomar Conference on Signals, Systems and Computers

Volumn , Issue , 2012, Pages 963-967

  Ahmed, Ali ^a   Romberg, Justin ^a  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CORRELATED SIGNALS; CORRELATION STRUCTURE; EFFICIENT SAMPLING; FILTERING ARCHITECTURES; INDEPENDENT SIGNALS; LINEAR MEASUREMENTS; LOW-RANK MATRIX RECOVERIES; THEORETICAL RESULT;

MULTIPLEXING;

MULTIPLEXING EQUIPMENT;

EID: 84876206070     PISSN: 10586393     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ACSSC.2012.6489159     Document Type: Conference Paper

References (13)

1. Ahmed, A. and Romberg, J., "Compressive sampling of correlated signals," in Conference Record of the 45th Asilomar Conference on Signals, Systems and Computers (ASILOMAR), 2011. IEEE, 2011, pp. 1188-1192.
2. -, "Compressive multiplexers for the efficient sampling of correlated signals," In preparation, 2012.
3. Fazel, M., "Matrix rank minimization with applications," Ph.D. dissertation, PhD thesis, Stanford University, 2002.
4. Candès, E.J. and Recht, B., "Exact matrix completion via convex optimization," Foundations of Computational mathematics, vol. 9, no. 6, pp. 717-772, 2009.
5. Gross, D., "Recovering low-rank matrices from few coefficients in any basis," IEEE Transactions on Information Theory, vol. 57, no. 3, pp. 1548-1566, 2011.
6. Fazel, M. and Candes, E. and Recht, B. and Parrilo, P., "Compressed sensing and robust recovery of low rank matrices," in 42nd Asilomar Conference on Signals, Systems and Computers, 2008. IEEE, 2008, pp. 1043-1047.
7. Recht, B. and Fazel, M. and Parrilo, P.A., "Guaranteed minimum-rank solutions of linear matrix equations via nuclear norm minimization," SIAM review, vol. 52, no. 3, pp. 471-501, 2010.
8. Blanche, T.J. and Spacek, M.A. and Hetke, J.F. and Swindale, N.V., "Polytrodes: high-density silicon electrode arrays for large-scale multiunit recording," Journal of neurophysiology, vol. 93, no. 5, pp. 2987-3000, 2005.
9. Litke, AM and Bezayiff, N. and Chichilnisky, EJ and Cunningham, W. and Dabrowski, W. and Grillo, AA and Grivich, M. and Grybos, P. and Hottowy, P. and Kachiguine, S. and others, "What does the eye tell the brain?: Development of a system for the large-scale recording of retinal output activity," IEEE Transactions on Nuclear Science, vol. 51, no. 4, pp. 1434-1440, 2004.
10. Slavinsky, JP and Laska, J.N. and Davenport, M.A. and Baraniuk, R.G., "The compressive multiplexer for multi-channel compressive sensing," in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011. IEEE, 2011, pp. 3980-3983.
11. Romberg, J. and Neelamani, R., "Sparse channel separation using random probes," Inverse Problems, vol. 26, no. 11, p. 115015, 2010.
12. J. Tropp, M. Wakin, M. Duarte, D. Baron, and R. Baraniuk, "Random filters for compressive sampling and reconstruction," in IEEE International Conference on Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006., vol. 3. IEEE, 2006, pp. III-III.
13. Romberg, J., "Compressive sensing by random convolution," SIAM Journal on Imaging Sciences, vol. 2, no. 4, pp. 1098-1128, 2009.