Deployment of Sensors to Optimize the Network Coverage Using Genetic Algorithm
Journal Title: Sir Syed University Reseacrh Journal of Engineering and Technology - Year 2012, Vol 2, Issue 1
Abstract
Wireless Sensor Networks (WSNs) are commonly used in various pervasive applications. Wireless communication is the fastest growing segment of the communication industry that has captured attention of the media and imagination of the public. The purpose of this study is to develop a Genetic algorithm that provides a proper deployment of sensors in order to optimize the coverage problem. The genetic algorithm optimizes the operational modes of sensors nodes for transmitting signals. In this paper we will present the optimum method for the mobile sensors nodes placement, so that transmission of signals and the field coverage can be improved. One of the critical issues of today’s world is to ensure that the quality of services requirement is at an acceptable level and genetic algorithm give the best solution for the above discussed problem. The algorithm has been implemented in MATLAB using its genetic algorithm tool box along with the custom code.
Authors and Affiliations
fouzia Hanif Khan, Rehan Shams, Muhammad Umair
Keywords
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Deployment of Sensors to Optimize the Network Coverage Using Genetic Algorithm
Wireless Sensor Networks (WSNs) are commonly used in various pervasive applications. Wireless communication is the fastest growing segment of the communication industry that has captured attention of the media and imagin...