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Reseach Article

Improvement of Leach Protocol with K Angle Optimization using an Optimized Algorithm in Wireless Sensor Networks

by Ravneet Kaur, Deepika Sharma
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 70 - Number 28
Year of Publication: 2013
Authors: Ravneet Kaur, Deepika Sharma
10.5120/12258-8466

Ravneet Kaur, Deepika Sharma . Improvement of Leach Protocol with K Angle Optimization using an Optimized Algorithm in Wireless Sensor Networks. International Journal of Computer Applications. 70, 28 ( May 2013), 37-41. DOI=10.5120/12258-8466

@article{ 10.5120/12258-8466,
author = { Ravneet Kaur, Deepika Sharma },
title = { Improvement of Leach Protocol with K Angle Optimization using an Optimized Algorithm in Wireless Sensor Networks },
journal = { International Journal of Computer Applications },
issue_date = { May 2013 },
volume = { 70 },
number = { 28 },
month = { May },
year = { 2013 },
issn = { 0975-8887 },
pages = { 37-41 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume70/number28/12258-8466/ },
doi = { 10.5120/12258-8466 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:34:07.261490+05:30
%A Ravneet Kaur
%A Deepika Sharma
%T Improvement of Leach Protocol with K Angle Optimization using an Optimized Algorithm in Wireless Sensor Networks
%J International Journal of Computer Applications
%@ 0975-8887
%V 70
%N 28
%P 37-41
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In this paper we are implementing an advanced optimizes clustering algorithm to enhance network lifetime when LEACH protocol is used. Main concept behind the wireless sensors network is to save energy more and more so that it works last long enough. This is due to fact that the size of a sensor node is expected to be small and this leads to constraints on size of its components i. e. battery size, processors, data storing memory, all are needed to be small. So any optimization in these networks should focus on optimizing energy consumption to enhance WSN life time. For this various protocols and algorithms by various approaches are there to enhance WSN lifetime. One of the approaches is to optimize angle by which we virtually split sensors with grid. In various leach protocols we use circular grid by taking sink at the center of the network. But we cannot optimize angle by which we make grid, here in this paper we are going to implement a new approach to optimize angle with using an optimized algorithm to get better cluster formation and enhances our results. Algorithm used in the proposed scheme is GENETIC ALGORITHM (GA).

References
  1. Dahlila P. Dahnil, Yaswant P. Singh, Chin Kuan Ho "Energy-Efficient Cluster Formation in Heterogeneous Wireless Sensor Networks: A Comparative Study" ICACT2011
  2. Mahmoud Naghibzadeh Peyman Neamatollahi, Hoda Taheri "A Hybrid Clustering Approach for Prolonging Lifetime in Wireless Sensor Networks" FEB 2011.
  3. Vivek Katiyar, Narottam Chand, Surender Soni "Improving Lifetime of Large-scale Wireless Sensor Networks through Heterogeneity" ©2011 IEEE.
  4. M. Bani Yassein, A. Al-zou'bi, Y. Khamayseh, W. Mardini "Improvement on LEACH Protocol of Wireless Sensor Network (VLEACH)" International Journal of Digital Content Technology and its Applications Volume 3, Number 2, June 2009 .
  5. Jia Xu,Ning Jin, Xizhong Lou,Ting Peng,Qian Zhou,Yanmin Chen "Improvement of LEACH protocol for WSN" 2012 IEEE.
  6. Chenmin Li , Guoping Tan , Jingyu Wu, Zhen Zhang, Lizhong Xu "Analyzing Cluster-head Selection Mechanisms and Improving the LEACH" 2011 IEEE.
  7. Sajid Hussain, Abdul Wasey Matin, Obidul Islam "Genetic Algorithm for Hierarchical Wireless Sensor Networks" JOURNAL OF NETWORKS, VOL. 2, NO. 5, SEPTEMBER 2007
Index Terms

Computer Science
Information Sciences

Keywords

Wireless Sensor Network LEACH Protocol GA