Universiti Teknologi Malaysia Institutional Repository

A review on the implementation of multiobjective algorithms in wireless sensor network

Aval, Kamal Jadidy and Abd. Razak, Shukor (2012) A review on the implementation of multiobjective algorithms in wireless sensor network. World Applied Sciences Journal, 19 (6). pp. 772-779. ISSN 1818-4952

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Official URL: http://idosi.org/wasj/wasj19(6)12/3.pdf

Abstract

Wireless sensor networks have various contradictory requirements like other types of networks. Network lifetime, cost, coverage, connectivity and delivery latency are the major requirements in these networks. Along with these requirements, limited computational and power resources and low communication capabilities are also hardening the problem to be solved. One of the ways of providing the required parameters for WSNs is exploiting the deployment methods. In this paper different Multi-Objective Evolutionary Algorithms and their usage for optimizing WSN deployment are investigated and a review of existing solutions is presented. Besides, various objectives are considered and the optimization problem formulation is studied. Lastly, existing simulation environments used for evaluating such solutions are discussed.

Item Type:Article
Uncontrolled Keywords:Deployment, Latency, Lifetime
Subjects:Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions:Computer Science and Information System
ID Code:32844
Deposited By: Fazli Masari
Deposited On:16 Jul 2013 00:47
Last Modified:21 Oct 2018 04:30

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