Power-bandwidth-distortion scaling laws for sensor networks

Third International Symposium on Information Processing in Sensor Networks, IPSN 2004

Volumn , Issue , 2004, Pages 320-329

  Gastpar, Michael ^a   Vetterli, Martin ^b,c  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b EPFL   (Switzerland)

^c UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Joint source channel coding; OPTA (optimum performance theoretically attainable); Sensor networks; Separation theorem

Indexed keywords

ALGORITHMS; BANDWIDTH; COMPUTATIONAL COMPLEXITY; DEGREES OF FREEDOM (MECHANICS); MATHEMATICAL MODELS; SYNCHRONIZATION; VECTORS; WIRELESS TELECOMMUNICATION SYSTEMS;

JOINT SOURCE-CHANNEL CODING; OPTIMUM PERFORMANCE THEORETICALLY ATTAINABLE (OPTA); SENSOR NETWORKS; SEPARATION THEOREM;

SENSORS;

EID: 3042737701     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/984622.984669     Document Type: Conference Paper

References (15)

1. T. Berger. Rate Distortion Theory: A Mathematical Basis For Data Compression. Prentice-Hall, Englewood Cliffs, NJ, 1971.
2. T. Berger, Z. Zhang, and H. Viswanathan. The CEO problem. IEEE Transactions on Information Theory, IT-42:887-902, May 1996.
3. W. L. Briggs and V. E. Henson. The DFT: An owner's manual for the Discrete Fourier Transform. SIAM, Philadelphia, 1995.
4. T. M. Cover and J. A. Thomas. Elements of Information Theory. Wiley, New York, 1991.
5. I. Csiszár and J. Körner. Information Theory: Coding Theory for Discrete Memoryless Systems. Academic Press, New York, 1981.
6. M. Gastpar. On the role of feedback in large sensor networks. In Proc International Zurich Seminar, Zurich, Switzerland, February 2004. Invited.
7. M. Gastpar, B. Rimoldi, and M. Vetterli. To code, or not to code: Lossy source-channel communication revisited. IEEE Transactions on Information Theory, 49(5):1147-1158, May 2003.
8. M. Gastpar and M. Vetterli. Scaling laws for homogeneous sensor networks. In Proc 2003 Allerton Conference, October 2003. Invited paper.
9. M. Gastpar and M. Vetterli. Source-channel communication in sensor networks. In Leonidas J. Guibas and Feng Zhao, editors, 2nd International Workshop on Information Processing in Sensor Networks (IPSN'03), pages 162-177. Lecture Notes in Computer Science, Springer, New York, NY, April 2003.
10. M. Gastpar and M. Vetterli. Scaling laws for sensor networks, to be submitted to IEEE Transactions on Information Theory, 2004.
11. R. M. Gray. On the asymptotic eigenvalue distribution of Toeplitz matrices. IEEE Transactions on Information Theory, IT-18:725-730, November 1972.
12. Y. Oohama. The rate-distortion function for the quadratic Gaussian CEO problem. IEEE Transactions on Information Theory, IT-44(3):1057-1070, May 1998.
13. C. E. Shannon. A mathematical theory of communication. Bell Sys. Tech. Journal, 27:379-423, 623-656, 1948.
14. I. E. Telatar. Capacity of multi-antenna Gaussian channels. Bell Labs Technical Memorandum, June 1995. Also published in European Transactions on Telecommunications, 10(6):585-596, Nov.-Dec. 1999.
15. H. Viswanathan and T. Berger. The quadratic Gaussian CEO problem. IEEE Transactions on Information Theory, IT-43(5):1549-1559, September 1997.