Distributed analog coding of correlated Gaussian sources

2009 47th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2009

Volumn , Issue , 2009, Pages 857-864

  Esnaola, Iñaki ^a   Garcia Frias, Javier ^a  

^a UNIVERSITY OF DELAWARE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANALOG CODING; CORRELATION STRUCTURE; GAUSSIAN SOURCES; LINEAR CODING; LINEAR ENCODERS; LINEAR ENCODING; LOWER BOUNDS; MULTIPLE ACCESS CHANNELS; PERFORMANCE ANALYSIS; THEORETICAL LIMITS;

DECODING;

EID: 77949635401     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ALLERTON.2009.5394948     Document Type: Conference Paper

References (20)

1. E. Candes, J. Romberg, and T. Tao, "Robust Uncertainty Principles: Exact Signal Reconstruction from Highly Incomplete Frequency Information," IEEE Trans. on Information Theory, pp. 489-509, February 2006.
2. E. Candes and T. Tao, "Near Optimal Signal Recovery From Random Projections: Universal Encoding Strategies?," IEEE Trans. on Information Theory, pp. 5406-5425, December 2006.
3. D. Donoho, "Compressed Sensing," IEEE Trans. on Information Theory, pp. 1289-1306, April 2006.
4. E. Candes and T. Tao, "Decoding by Linear Programming," IEEE Trans. on Information Theory, pp. 4203-4215, December 2005.
5. J. Haupt and R. Nowak, "Signal Reconstruction from Noisy Random Projections," IEEE Trans. on Information Theory, pp. 4036-4048, September 2006.
6. M. J. Wainwright, "Sharp Thresholds for High-Dimensional and Noisy Recovery of Sparsity," Proc. Allerton Conference, September 2006.
7. D. Donoho. H. Kakavand, and J. Mammem, "The Simplest Solution to An Underdetermined System of Linear Equations", Proc. ISIT'06, July 2006.
8. I. Esnaola and J. Garcia-Frias, "Exploiting Prior Knowledge in The Recovery of Non-Sparse Signals from Noisy Random Projections," Proc. CISS'07, March 2007.
9. J. Garcia-Frias and I. Esnaola, "Exploiting Prior Knowledge in The Recovery of Signals from Noisy Random Projections," Proc. DCC'07, March 2007.
10. I. Esnaola and J. Garcia-Frias, "Linear Analog Coding of General Multivariate Gaussian Sources," Proc. ITW'09, October 2009.
11. D. Baron, M. Wakin, M. Duarte, S. Sarvotham, and R. Baraniuk, "Distributed Compressed Sensing," (Preprint, 2005). Available from http://www.dsp.ece.rice.edu/cs/.
12. I. Esnaola and J. Garcia-Frias, "Distributed Compression of Correlated signals Using Random Projections," Proc. DCC'08, March 2008.
13. J. Garcia-Frias and I. Esnaola, "Distributed Compression of Correlated Real Sequences Using Random Projections," Proc. ITW'08, May 2008.
14. th Berkeley Symposium on Mathematical Statistics and Probabillity, J. Neyman, Ed., vol. 1, 1960.
15. K. H. Lee and D. P. Petersen, "Optimal Linear Coding for Vector Channels", IEEE Trans. on Communications, pp. 1283-1290, December 1976.
16. M. Bilodeau and D. Brenner, "Theory of Multivariate Statistics", Springer-Verlag, 1961.
17. C. D. Meyer, "Matrix Analysis and Applied Linear Algebra", SIAM, 2000.
18. A. N. Kolmogorov, "On the Shannon Theory of Information Transmission in the Case of Continuous Signals," IRE Trans. Information Theory, pp. 102-108, December 1956.
19. G. A. F. Seber, "A Matrix Handbook for Statisticians", Wiley, 2007.
20. R. M. Gray, "Toeplitz and Circulant Matrices: A Review," Foundations and Trends in Communications and Information Theory, Vol 2, Issue 3, pp. 155-239, 2006.