Energy Efficient Clustering using Jumper Firefly Algorithm in Wireless Sensor Networks
|International Journal of Engineering Trends and Technology (IJETT)||
|© 2014 by IJETT Journal|
|Year of Publication : 2014|
|Authors : Prof. N.V.S.N Sarma , Mahesh Gopi
Prof. N.V.S.N Sarma , Mahesh Gopi. "Energy Efficient Clustering using Jumper Firefly Algorithm in Wireless Sensor Networks", International Journal of Engineering Trends and Technology (IJETT), V10(11),525-532 April 2014. ISSN:2231-5381. www.ijettjournal.org. published by seventh sense research group
Wireless Sensor Network (WSN) is a major and very interesting technology, which consists of small battery powered sensor nodes with limited power resources. The sensor nodes are inaccessible to the user once they are deployed. Replacing the battery is not possible every time. Hence in order to improve the lifetime of the network, energy efficiency of the net- work needs to be maximized by decreasing the energy consumption of all the sensor nodes and balancing energy consumption of every node. Several protocols have been proposed earlier to improve the network lifetime using optimization algorithms. Firefly is a metaheuristic approach. In this paper, Energy efficient clustering for wireless sensor networks using Firefly and Jumper Firefly algorithms are simulated. A new cost function has been defined to minimize the intra-cluster distance to optimize the energy consumption of the network. The performance is compared with the existing protocol LEACH (Low Energy Adaptive Clustering Hierarchy).
 S. W. S. Y. C. E. Akyildiz, I. F., “Wireless sensor networks: a survey,” in Elsevier Sci B.V. Computer networks 38, vol 1, no. 4 :, 2002, pp. 393–422.
 W. R. Heinzelman, A. Chandrakasan, and B. Hari, “Energy Efficient Communication Protocol for Wireless Microsensor Networks,” in System Sciences, 2000. Proceedings of the 33rd Annual Hawaii International Conference on.IEEE, 2000, pp. 10–pp.
 R. R. Tillett, Jason and F. Sahin, “Cluster-head identification in ad hoc sensor networks using particle swarm optimization,” in Personal Wireless Communications, 2002 IEEE International Conference on. IEEE, 2002, pp. (pp. 201–205).
 W. R. Heinzelman, A. Chandrakasan, and B. Hari, “an Application Specific Protocol Architecture for Wireless Microsensor Networks,” in Wireless Communications, IEEE Transactions on 1 no 4 (2002). IEEE, 2002, pp. 660–670.
 N. A. Latiff, C. Tsimenidis, and B. Sharif, “Energy Aware Clustering for Wireless Sensor Networks using Particle Swarm Optimization,” in Personal, Indoor and Mobile Radio Communications. PIMRC 2007. IEEE 18th International Symposium on.IEEE, 2007, pp. 1–5.
 V.Kumar,S.Jain,S.Tiwarietal,“Energy Efficient Clustering Algorithms in Wireless Sensor Networks: A survey,” IJCSI International Journal of Computer Science Issues, vol. 8, no. 5, pp. 1694–0814, 2011.
 W. Cheng and H. Shi, “AEEC: an Adaptive Energy Efficient Clustering Algorithm in Sensor Networks,” in Industrial Electronics and Applications. ICIEA. 4th IEEE Conference on.IEEE, 2009, pp. 3950–3954.
 A. Hashmi, N. Goel, S. Goel, and D. Gupta, “Firefly Algorithm for Unconstrained Optimization,” IOSR Journal of Computer Engineering (IOSR-JCE), vol. 11, pp. 75–78, May-June 2013.
 M. Bidar and H. R. Kanan, “Jumper firefly algorithm,” International Conference on Computer and Knowledge Engineering (ICCKE-2013), pp. 267–271, Oct-Nov 2013.
Wireless Sensor Network, Clustering methods, Firefly algorithm, Jumper Firefly algorithm, Centralized algorithm, Energy efficient clustering.