Maximizing the lifetime of wireless sensor networks through intelligent clustering and data reduction techniques

IEEE Wireless Communications and Networking Conference, WCNC

Volumn , Issue , 2009, Pages

  Cordina, Mario ^a   Debono, Carl J ^a  

^a UNIVERSITY OF MALTA   (Malta)

Author keywords

Clustering algorithms; Fuzzy ART neural networks; Predictive filtering; Wireless sensor networks

Indexed keywords

BATTERY OPERATED DEVICES; CLUSTER-BASED ROUTING; ENERGY SAVING; FUZZY ART; FUZZY-ART NEURAL NETWORKS; IN-NETWORK; LIFE SPAN; NETWORK LIFETIME; PREDICTIVE FILTERING; REMOTE AREAS; SELF-ORGANIZING MAP NEURAL NETWORK;

CLUSTERING ALGORITHMS; CONFORMAL MAPPING; DATA REDUCTION; ENERGY CONSERVATION; FUZZY CLUSTERING; FUZZY NEURAL NETWORKS; LEACHING; ROUTING ALGORITHMS; SENSOR NETWORKS; WIRELESS TELECOMMUNICATION SYSTEMS;

WIRELESS SENSOR NETWORKS;

EID: 70349185705     PISSN: 15253511     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WCNC.2009.4917803     Document Type: Conference Paper

References (26)

1. W. R. Heinzelman,A. Sinha, A. Wang, A.P. Chandrakasan., "Energy- Scalable algorithms and protocols for Wireless Sensor Networks", in Proc. of the Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP '00), Istanbul, Turkey, June 2000, pp. 3722 - 3725.
2. R. Min, M. Bhardwaj, S-H. Cho, A. Sinha, E. Shih, A. Wang, A. Chandrakasan, "An Architecture for a power aware distributed microsensor node", in Proc. of the IEEE Workshop on Signal Processing Systems (SiPS'00), October 2000, pp. 581 - 590.
3. A. Woo, D. Culler. "A Transmission Control Scheme for Media Access in Sensor Networks", in Proc. of the 7th Annual ACM/IEEE Int. Conf. on Mobile Computing and Networking, Rome, Italy, July 2001, pp. 221 - 235.
4. W. Ye, J. Heidemann and D. Estrin, "An Energy-Efficient MAC Protocol for Wireless Sensor Networks", in Proc. of IEEE Infocom 2002, New York, June 2002, pp. 1567 - 1576.
5. E. Shih, S-H. Cho, N. Ickes, R. Min, A. Sinha, A. Wang, A. Chandrakasan, "Physical layer driven protocol and algorithm design for energy-efficient wireless sensor networks", in Proc. of the 7th Annual ACM/IEEE Int. Conf. on Mobile Computing and Networking, Rome, Italy, July 2001, pp. 272 - 287.
6. M.Ettus, "System Capacity, Latency and Power consumption in Multihop-Routed SS-CDMA Wireless Networks", in the Proceedings of IEEE Radio and Wireless Configuration, August 1998.
7. T. Shepard, "A Channel Access Scheme for Large Dense Packet Radio Networks", in the Proceedings of ACM SIGCOMM 1996, Stanford University, August 1996.
8. K. Akkaya and M. Younis, "A survey of Routing Protocols for wireless sensor networks" in Elsevier Ad Hoc Network Journal, Vol. 3, pp. 325-349, 2005
9. W. Heinzelman, A. Chandrakasan, and H. Balakrishnan, " Energyefficient communication protocol for wireless microsensor networks", in Proc. of the Hawaii Int. Conf. on System Sciences, Hawaii, January 2000.
10. K. Akkaya and M. Younis, "A survey of Routing Protocols for wireless sensor networks" in Elsevier Ad Hoc Network Journal, Vol. 3, pp. 325-349, 2005.
11. S.D. Muruganathan, D.C.F. Ma, R.I. Bhasin, and A.O.Fapojuwo, "A Centralized Energy-Efficient Routing Protocol for Wireless Sensor Networks", in the IEEE Communications Magazine, vol.43, no.3, pp 9-13, March 2005.
12. M. Cordina, C.J. Debono, "Increasing Wireless Sensor Network Lifetime through the Application of SOM Neural Networks", in Proc. of the 3rd Int. Symp. on Communications, Control and Signal Processing (ISCCSP), Malta, March 2008, pp. 467 - 471.
13. R. Rajagopalan, P.K. Varshney, "Data aggregation techniques in sensor networks: A survey", IEEE Communications Surveys & Tutorials, vol. 8, no. 4, pp. 48-63, 2006.
14. V. Kumar, B. Cooper, and S. Navathe, "Predictive Filtering: A Learning-Based Approach to Data Stream Filtering", in Proc. of the Int. Workshop on Data Management for Sensor Networks, Toronto, Canada, 2004.
15. E. Blass, L. Tiede, and M. Zitterbart, "An Energy-Efficient and Reliable Mechanism for Data Transport in Wireless Sensor Networks", in Proc. of the 3rd Int. Conf. on Networked Sensing Systems (INSS), Chicago, USA, May 2006.
16. S. Santini, K. Römer, "An adaptive strategy for quality-based data reduction in wireless sensor networks", in Proc. of the 3rd Int. Conf. on Networked Sensing Systems (INSS'06), Chicago, USA, 2006.
17. X-Bow. [Online]. Available: http://www.xbow.com
18. Intel Research. [Online]. Available: http://www.intel-research.net
19. T. Rappaport, Wireless Communications: Principles & Practice, New Jersey, Prentice Hall, 1996.
20. M. Cordina, "A Wireless Sensor Network Clustering Optimisation Algorithm", M.Sc. Engineering thesis, University of Malta, Msida, Malta, September 2007.
21. I. Gupta, D. Riordan, and S. Sampalli, "Cluster-Head election using fuzzy logic for wireless sensor networks", in Proc. of the 3rd Annual Communication Networks and Services Research Conf., Halifax, 2005, pp. 255 - 260.
22. G.A. Carpenter, S. Grossberg, D. Rosen, "Fuzzy ART: Fast Stable Learning and Categorisation of Analogue Patterns by an Adaptive Resonance System", Neural Networks, vol. 4, pp. 759-771, 1991.
23. M. Ye, C. F. Li, G. H. Chen, and J. Wu, "EECS: An Energy Efficient Clustering Scheme in Wireless Sensor Networks", in Proc. of the IEEE Int. Performance Computing and Communications Conf. (IPCCC), 2005, pp. 535 - 540.
24. M. Lotfizad, H.S. Yazdi, "Modified clipped LMS algorithm", in the Journal on Applied Signal Processing, vol. 8, pp. 1229-1234, 2005.
25. A.S. Zahmati, B. Abolhassani, A. Asghar, B. Shirazi, A.S.Bakhtiari, "An Energy Efficient protocol with static clustering for wireless sensor networks", in the Internation Journal of Electronics, Circuits and Systems, Vol. 1, Number 2, Spring 2007, pp. 135 - 138.
26. Department of Computer Science, University of Tromso, "Weather Observations", March 2005. [Online]. Available: http://wserv0.cs.uit.no