Data aggregation with spatially correlated grouping technique on cluster-based WSNs

Proceedings - 4th International Conference on Sensor Technologies and Applications, SENSORCOMM 2010

Volumn , Issue , 2010, Pages 584-589

  Cho, Chuan Yu ^a   Lin, Chun Lung ^a   Hsiao, Yu Hung ^a   Wang, Jia Shung ^a   Yang, Kai Chao ^b  

^a NATIONAL TSING HUA UNIVERSITY   (Taiwan)

^b NATIONAL APPLIED RESEARCH LABORATORIES   (Taiwan)

Author keywords

Cluster based WSNs; Data aggregation; Power saving; Spatial aggregation; Temporal aggregation

Indexed keywords

CLUSTER-BASED; DATA AGGREGATION; POWER SAVINGS; SPATIAL AGGREGATION; TEMPORAL AGGREGATION;

CLUSTER COMPUTING; DATA REDUCTION; LEACHING; NETWORK ARCHITECTURE; SENSOR NETWORKS;

WIRELESS SENSOR NETWORKS;

EID: 77957960115     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SENSORCOMM.2010.93     Document Type: Conference Paper

References (23)

1. Mainwaring A., Culler D., Polastre J., Szewczyk R., and Anderson J., "Wireless Sensor Networks for Habitat Monitoring", ACM International Workshop on Wireless Sensor Networks and Applications, pp. 88-97, September 2002.
2. Srivastava M., Muntz R., and Potkonjak M., "Smart Kindergargen: sensor-based wireless networks for smart developmental problem-solving environments, " Proceedings of the ACM SIGMOBILE 7th Annual International Conference on Mobile Computing and Networking, pp.132-138, July 2001.
3. Intanagonwiwat C., Govindan R., and Estrin D., "Directed Diffusion: A Scalable and Robust Communication Paradigm for Sensor Networks, " ACM/IEEE Proceedings of the 6th Annual International Conference on Mobile Computing and Networking, pp. 56-57, August 2000.
4. Lindsey S., and Raghavendra C. S., "PEGASIS: Power-Efficient Gathering in Sensor Information Systems, " IEEE Proceedings of the Aerospace Conference, Vol. 3, pp. 1125-1130, March 2002.
5. Karp B., and Kung, H. T., "GPSR: greedy perimeter stateless routing for wireless networks", Proceedings of the 6th Annual International Conference on Mobile Computing and Networking, pp. 243-254, August 2000.
6. Lee, M., Wong, V. W. S., "LPT for data aggregation in wireless sensor networks, " IEEE Global Communications Conference, Vol. 5, pp. 2969-2974, December 2005.
7. Tulone D., and Madden. S., "An Energy-Efficient Querying Framework in Sensor Networks for Detecting Node Similarities, " Proceedings of the 9th ACM international symposium on Modeling analysis and simulation of wireless and mobile systems, pp. 291-300, October 2006.
8. Santini S., and Romer K., "An Adaptive Strategy for Quality-Based Data Reduction in Wireless Sensor Networks, " Proceedings of the 3rd International Conference on Networked Sensing Systems, pp. 29-36, June 2006.
9. Shnayder V., Hempstead M., Chen B., Allen W., and Welsh M., "Simulating the power consumption of large-scale sensor network applications, " Proceedings of the 2nd International Conference on Embedded Networked Sensor Systems, pp. 188-200, November 2004.
10. Pottie G. J., and Kaiser W. J., "Wireless Integrated Network Sensors, " Communication of the ACM, Vol. 43, pp. 51-58, May 2000.
11. Heinzelman W., Chandrakasan A., and Balakrishnan H., "Energy- Efficient Communication Protocol for Wireless Microsensor Networks, " Proceeding of 33rd International Conference on System Sciences, Hawaii, Vol.2, pp. 908-918, January 2000.
12. Heinzelman W., Chandrakasan A., and Balakrishnan H., "An Application-Specific Protocol Architecture for Wireless Microsensor Networks, " IEEE Transactions on Wireless Communications, Vol. 1, pp. 660-670, October 2002. (Pubitemid 44934253)
13. Younis O., and Sonia F., "HEED: A Hybrid, Energy-Efficient, Distributed Clustering Approach for Ad Hoc Sensor Networks, " IEEE Transactions on Mobile Computing, Vol. 4, pp. 366-379, October-December 2004.
14. Madden S. R., Franklin M. J., and Hong, W., "TAG: a Tiny AGgregation Service for Ad-Hoc Sensor Network, " 5th Annual Symposium on Operating Systems Design and Implementation, December 2002.
15. Sharaf M. A., Beaver J., Labrinidis A., "Balancing Energy Efficiency and Quality of Aggregate Data in Sensor Networks, " The International Journal on Very Large Data Bases, Vol. 13, pp. 384-403, December 2004.
16. Yoon, S., and Shahabi, C., "The Clustered AGgregation (CAG) Technique Leveraging Spatial and Temporal Correlation in Wireless Sensor Networks, " ACM Transactions on Sensor Networks, Vol. 3, No. 1, March 2007.
17. Kotidis Y., "Snapshot Queries: Towards Data-Centric Sensor Networks", 21st International Conference on Data Engineering, pp. 131-142, April 2005.
18. Arici T., Gedik B., and Altunbasak Y., Liu, L., "PINCO: A Pipelined In-Network compression scheme for data collection in wireless sensor networks", Proceedings of the 12th International Conference on Computer Communications and Networks, pp. 539-544, October 2003.
19. Intel Lab Data, http://berkeley.intel-research.net/labdata.
20. S. Soro and W. B. Heinzelman, "Cluster head election techniques for coverage preservation in wireless sensor networks, " Ad Hoc Networks, vol. 7, no. 5, pp. 955-972, 2009.
21. M.A. Youssef, A. Youssef, and M.F. Younis, "Overlapping Multihop Clustering for Wireless Sensor Networks", IEEE Trans. Parallel and Distributed Systems, vol. 20, no. 12, pp. 1844-1856, Dec 2009.
22. Park, S. and Sivakumar, R. 2008. Energy Efficient Correlated Data Aggregation for Wireless Sensor Networks. Int. J. Distrib. Sen. Netw. 4, 1, pp. 13-27, Jan. 2008. (Pubitemid 351177371)
23. Edwards, A. L. "The Correlation Coefficient." An Introduction to Linear Regression and Correlation. San Francisco, CA: W. H. Freeman, pp. 33-46, 1976.