A distributed and adaptive signal processing approach to exploiting correlation in sensor networks

Ad Hoc Networks

Volumn 2, Issue 4, 2004, Pages 387-403

  Chou, Jim ^a   Petrovic, Dragan ^a   Ramchandran, Kannan ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Distributed compression; Sensor networks

Indexed keywords

ADAPTIVE FILTERING; ALGORITHMS; ATTENUATION; ENERGY UTILIZATION; MATHEMATICAL MODELS; ROUTERS; SENSORS;

DISTRIBUTED COMPRESSION; ENERGY REDUCTION; SENSOR NETWORKS; SENSOR NODES;

SIGNAL PROCESSING;

EID: 5444242071     PISSN: 15708705     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.adhoc.2003.09.001     Document Type: Article

References (17)

1. Toh C. Maximum battery life routing to support ubiquitous mobile computing in wireless ad hoc networks. IEEE Communications Magazine. 39(6):2001;138-147.
2. R. Shah, J. Rabaey, Energy aware routing for low energy ad hoc sensor networks, Proceedings of the IEEE WCNC, Mar 2002.
3. D.E.C. Intanagonwiwat, R. Govindan, Directed diffusion: A scalable and robust communication paradigm for sensor networks, Proceedings of the IEEE MobiCom, August 2000.
4. Pottie G., Kaiser W. Wireless sensor networks. Communications of the ACM. 2000.
5. Chu M., Haussecker H., Zhao F. Scalable information-driven sensor querying and routing for ad hoc heterogeneous sensor networks. International Journal of High Performance Computing Applications. 16(3):2002;293-315.
6. D. Petrovic, R. Shah, K. Ramchandran, J. Rabaey, Data funneling: routing with aggregation and compression for wireless sensor networks, IEEE Sensor Network Protocols and Applications, May 2003.
7. Slepian D., Wolf J.K. Noiseless encoding of correlated information sources. IEEE Transactions on Information Theory. IT-19(July):1973;471-480.
8. Cover T.M., Thomas J.A. Elements of Information Theory. 1991;Wiley, New York.
9. S.S. Pradhan, K. Ramchandran, Group-theoretic construction and analysis of generalized coset codes for symmetric/asymmetric distributed source coding, Proceedings of Data Compression Conference (DCC), March 2000.
10. Wyner A.D., Ziv J. The rate-distortion function for source coding with side information at the decoder. IEEE Transactions on Information Theory. IT-22(1):1976;1-10.
11. S.S. Pradhan, K. Ramchandran, Distributed source coding using syndromes: design and construction, Proceedings of the Data Comression Conference (DCC), March 1999.
12. Haykin S. Adaptive Filter Theory. 1996;Prentice Hall, Upper Saddle River.
13. Stark H., Woods J. Probability, Random Processes and Estimation Theory for Engineers. 1994;Prentice Hall, Englewood Cliffs.
14. Singer A., Feder M. Universal linear prediction by model order weighting. IEEE Transactions on Signal Processing. 10(10):1999;2685-2699.
15. Ramabadran T., Gaitonde S. A tutorial on crc computations. IEEE Micro. 45(4):1988;62-74.
16. Blahut R. Theory and Practice of Data Transmission Codes. 1995.
17. J. Chou, D. Petrovic, K. Ramchandran, Tracking and exploiting correlations in dense sensor networks, Proceedings of the Asilomar Conference on Signals, Systems and Computers, November 2002.