Optimization of Node placement and Clustering in Wireless sensor networks using Genetic Algorithm
|International Journal of Engineering Trends and Technology (IJETT)||
|© 2017 by IJETT Journal|
|Year of Publication : 2017|
|Authors : Pooja A. Chavan, Dr. R. D.Kanphade, Prof. S. V. Joshi
|DOI : 10.14445/22315381/IJETT-V49P234|
Pooja A. Chavan, Dr. R. D.Kanphade, Prof. S. V. Joshi "Optimization of Node placement and Clustering in Wireless sensor networks using Genetic Algorithm", International Journal of Engineering Trends and Technology (IJETT), V49(4),212-217 July 2017. ISSN:2231-5381. www.ijettjournal.org. published by seventh sense research group
Wireless sensor networks are having many applications in various industries therefore it is essen-tial to improveits currently present parameters and protocols. The WSN steps includes deployment of nodes, clustering, network coverageand aggregation-sof data. In this paper the concentration is on the nodes placement and clustering of WSN.The simula-tion and examination of GA based nodes placement and HEALisconductedfor evaluation of no. of move-ments and dist. travelled using NS2 and The simula-tions and analysis of the Genetic algorithm based clustering and LEACH based clustering is conducted for evaluation of energy spending and no. of alive nodes using NS2.
 Ali Norouzi and A. Halim Zaim, “Genetic Algorithm Applica-tion in Optimization of Wireless sensor Networks,” Hindawi Publishing Corporation, The Scientific World Journal volume 2014, Article ID 286575, 15 pages, Feb 2014.
 Mustapha RedaSenouci, AbdelhamidMellouk and Khalid Assnoune, “Localized Movement-Assisted Sensor Deployment Algorithm for Hole Detection and Healing,” IEEE Transac-tions on parallel and distributed systems, volume 25, no.5, May 2014.
 A. Norouzi, A. H. Zaim, and A. Sertbas, “A comparative study based on power usage performance for routing protocols in WSN,” IEEE Inter- national Conference on Advances in Elec-trical, Electronics and Computer Engineering, Konya, Turkey, May 2013.
 A. Norouzi, F. S. Babamir, and A. H. Zaim, “An interactive GA for mobile sensor networks,” Studies in Informatics and Control, vol. 22, no. 2, pp. 213–218, 2013.
 A. Norouzi, F. S. Babamir, and A. H. Zaim, “A novel energy efficient routing protocol in WSN,” Journal of Wireless Sensor Network, vol. 3, no. 10, pp. 1–10, 2011.
 S. Hussain, A. Matin, and O. Islam, “GA for hierarchical wireless sensor network,” Journal of Networks, vol. 2, no. 5, pp. 87–97, 2007.
 A. Norouzi, F. Babamir, and A. Zaim, “A new clustering pro-tocol for wireless sensor networks using GA approach,” Wire-less Sensor Network, vol. 3, no. 11, pp. 362–370, 2011.
 C. Sergiou and V. Vassiliou, “Chapter 1: efficient node placement for congestion control in WSN,” in Wireless Sensor Networks: Technology and Applications, InTech,2012
 A. P. Bhondekar, R. Vig, M. L. Singla, C. Ghanshyam, and P. Kapur, “GA based node placement methodology for WSN,” in Proceedings of the International Multi Conference of Engi-neering and Computer Science (IMECS ’09), vol. 1, pp. 106–112, Hong Kong, China, March 2009.
 A. Norouzi, F. S. Babamir, and A. H. Zaim, “A novel energy efficient routing protocol in wireless sensor networks,” Journal of Wireless Sensor Network, vol. 3, no. 10,pp.1–10,2011.
Wireless sensor network (WSN), Genetic Algorithm (GA), Clustering, Cluster head, Low energy adaptive clustering hierarchy (LEACH), node place-ment.