Document Type : Original Article

Author

Department of Engineering and Research Branch, Mazandaran Branch, Islamic Azad University, Mazandaran, Iran

Abstract

Wireless sensor network consist of many sensor nodesthat deploy in area unattended, these nodes sense area’s eventsand send data to sink, an important property of these nodes is energy constraint, and so considering energy efficiency in theproposed protocols in this area is unavoidable. One of the mostpractical solutions is clustering, that means, instead of sendingraw data by nodes individually, after Cluster head election,nodes form clusters and send their data to cluster head, then cluster head send processed data to sink, and this consume lessenergy. LEACH is one prominent clustering protocol in wsn thatuses probability theory without considering location and energy. In this work we propose a new clustering protocol that solvessome LEACH problems in clustering. Our proposed algorithmimproves the performance and increase the network lifetime.This work uses fuzzy logic theory in two parts in algorithm: 1)CH election and 2) cluster membership. We simulate proposedalgorithm in MATLAB, based on results we can conclude thatour proposed algorithm works better than LEACH.

Keywords

Akyildiz I.F., W. Su, Y. Sankarasubramaniam, E. Cayirci., “Wireless sensor networks: a survey”, Journal of Computer Networks, Vol. 38, March 2002, pp. 393-422.
SANTI, P. (2005). "Topology Control in Wireless Ad Hoc and Sensor Networks", John Wiley & Sons.
CHONG, C.-Y. & KUMAR, S. P. (2003). "Sensor Networks: Evolution Opportunities and Challenges". Proceedings of the IEEE, 91, 247-1256.
COMAN, A., NASCIMENTO, M. A. & SANDER, J. (2004) "A Framework for Spatio-Temporal Query Processing Over Wireless Sensor Networks". Proceedings of the First Workshop on Data Management for Sensor Networks (DMSN 2004). Toronto, Canada.104-110.
THURAISINGHAM, B. (2004). "Secure Sensor Information Management and Mining". IEEE SIGNAL PROCESSING MAGAZINE, vo1.21, no.3, 2004.1053, 14-19.
A. Manjeshwar and D.P. Agarwal, (2001). “TEEN: a Routing Protocol for Enhanced Efficiency in Wireless Sensor Networks”, Parallel and Distributed Processing Symposium,pp. 2009-2015, April.
J.N. Alkaraki and A.E. Kamal, (2004). “Routing Techniques in Wireless Sensor Networks: A Survey”, IEEE Wireless Communication, pp. 6-23, December.
S.H. Park, J.S. Cho, S.M. Jung, Y.J. Han, and T.M. Chung, (2007). “Architecture of Context-Aware Integrated Security Management Systems for Smart Home Environment”, APNOMS2007, LNCS 4773, pp. 543-546, October
S.Lindsey and C. Raghavendra, (2002). “PEGASIS: Power-Efficient Gathering in Sensor Information Systems”, IEEE Aerospace Conference Proceedings,vol. 3, pp. 1125-30.
Jong-Myoung Kim, Seon-Ho Park, Young-Ju Han and Tai-Myoung Chung. (2008). " CHEF: Cluster Head Election mechanism using Fuzzy logic in Wireless Sensor Networks".Feb. 17-20, ICACT, 654-659
Ameer Ahmed Abbasi, Mohamed Younis. (2007). "A survey on clustering algorithms for wireless sensor networks", Computer Communications 30 2826–2841.