Correlated data gathering in wireless sensor networks based on distributed source coding

International Journal of Sensor Networks

Volumn 4, Issue 1-2, 2008, Pages 13-22

  Hua, Guogang ^a   Chen, Chang Wen ^b  

^a Florida Institute of Technology   (United States)

^b the State University of New York   (United States)

Author keywords

Convolutional code; Data aggregation; Distributed Source Coding; DSC; Turbo code; VA; Viterbi Algorithm; Wireless sensor networks

Indexed keywords

CHANNEL CODING; CONVOLUTION; DECODING; ENERGY EFFICIENCY; ENERGY UTILIZATION; NETWORK CODING; TURBO CODES; VITERBI ALGORITHM; WIRELESS SENSOR NETWORKS;

BANDWIDTH LIMITEDS; CODING PRINCIPLES; CORRELATED DATA GATHERING; DATA AGGREGATION; DISTRIBUTED-SOURCE-CODING; ENERGY; NETWORK-BASED; SENSORS DATA; VA;

CONVOLUTIONAL CODES;

EID: 70450250897     PISSN: 17481279     EISSN: 17481287     Source Type: Journal    
DOI: 10.1504/IJSNet.2008.019248     Document Type: Article

References (24)

1. Aaron, A. (2001) Distributed source coding. Available online at: http://www.stanford.edu/%7Eamaaron/dsc/ index.htm
2. Aaron, A. and Girod, B. (2002) 'Compression with side information using turbo codes', Proceedings of the IEEE Data Compression Conference, DCC-2002, April, Snowbird, UT.
3. Boulis, A., Ganeriwal, S. and Srivastava, M.B. (2003) 'Aggregation in sensor networks: an energy - accuracy tradeoff', Elsevier Ad-hoc Networks Journal (special issue on sensor network protocols and applications), pp.317-331.
4. Chen, C.W. and Wang, Y. (2008) 'Chain-type wireless sensor network for monitoring long range infrastructures: Architecture and protocols', International Journal of Distributed Sensor Networks, Vol. 4, No. 3.
5. Chen, C.W., Wang, Y. and Kostanic, I. (2005) 'A chain-type wireless sensor network for monitoring long range infrastructures', Proceedings of the SPIE, Vol. 5778, pp.444-455.
6. Chong, C. and Kumar, S.P. (2003) 'Sensor networks: evolution, opportunities, and challenges', Proceedings of the IEEE, August, Vol. 91, No. 8, pp.1247-1256.
7. Chou, J., Petrovic, D. and Ramchandran, K. (2003) 'A distributed and adaptive signal processing approach to reducing energy consumption in sensor networks', Proceedings of the IEEE INFOCOM, March, San Francisco, CA.
8. Dam, T.V. and Langendoen, K. (2003) 'An adaptive energyefficient MAC protocol for wireless sensor networks', The First ACM Conference on Embedded Networked Sensor Systems (Sensys'03), November, Los Angeles, CA, USA.
9. Divsalar, D. and Pollara, F. (1995) 'Multiple turbo codes', Proceedings of the 14th Military Communications Conference, MILCOM, pp.279-285.
10. Girod, B., Aaron, A., Rane, S. and Rebollo-Monedero, D. (2005) 'Distributed video coding', Proceedings of the IEEE, Special Issue on Video Coding and Delivery, January, Vol. 93, No. 1, pp.71-83.
11. Heinzelman, W.B., Chandrakasan, A.P. and Balakrishnan, H. (2002) 'An application-specific protocol architecture for wireless microsensor networks', IEEE/ACM Transactions on Wireless Communications, October, Vol. 1, No. 4, pp.660-670.
12. Kulkarni, G., Schurgers, C. and Srivastava, M. (2002) 'Dynamic link labels for energy efficient MAC headers in wireless sensor networks', Proceedings of IEEE, 12-14 June, Vol. 2.
13. Lu, G., Krishnamachari, B. and Raghavendra, C. (2004) 'An adaptive energy-efficient and low-latency MAC for data gathering in sensor networks', The 4th International Workshop on Algorithms for Wireless, Mobile, Ad Hoc and Sensor Networks (WMAN 04), April.
14. Pradhan, S.S., Kusuma, J. and Ramchandran, J. (2002) 'Distributed compression in a dense microsensor network', IEEE Signal Processing Magazine, March, Vol. 19, No. 2, pp.51-60.
15. Pradhan, S.S. and Ramchandran, K. (1999) 'Distributed source coding using syndromes (DISCUS): design and construction', Proceedings of the Data Compression Conference (DCC), March, Los Alamitos, CA, USA, pp.158-167.
16. Puri, R. and Ramchandran, K. (2002) 'PRISM: a new robust video coding architecture based on distributed compression principles', The Allerton Conference on Communication, Control, and Computing, October, Allerton, IL.
17. RF Monolithics Inc. ASH Transceiver TR3000 Data Sheet. Available online at: http://www.rfm.com
18. Slepian, D. and Wolf, J.K. (1973) 'Noiseless encoding of correlated information sources', IEEE Transactions on Information Theory, July, Vol. IT-19, pp.471-480.
19. Sohrabi, K., Gao, J., Ailawadhi, V. and Pottie, G.J. (2000) 'Protocols for self-organization of a wireless sensor network', IEEE Personal Communications, October, Vol. 7, No. 5, pp.16-27.
20. Wang, Y. and Chen, C.W. (2005) 'An energy-efficient media access control protocol for chain-type wireless sensor networks', Proceedings of SPIE, Vol. 5819, pp.294-305.
21. Wyner, A.D. (1974) 'Recent results in the Shannon theory', IEEE Transactions on Information Theory, January, Vol. 20, pp.2-10.
22. Wyner, A.D. and Ziv, J. (1976) 'The rate-distortion function for source coding with side information at the decoder', IEEE Transactions on Information Theory, January, Vol. IT-22, pp.1-10.
23. Xiong, Z., Liveris, A. and Cheng, S. (2004, September) 'Distributed source coding for sensor networks,' IEEE Signal Processing Magazine, Vol. 21, pp.80-94.
24. Ye, W., Heidemann, J. and Estrin, D. (2004) 'Medium access control with coordinated adaptive sleeping for wireless sensor networks', IEEE/ACM Transactions on Networks, June, Vol. 12, No. 3, pp.493-506.