Energy efficient approach to dynamic clustering in sensor networks using genetic algorithm

Rahul Khanna, Huaping Liu, Hsiao Hwa Chen

研究成果: Chapter

1 引文 斯高帕斯(Scopus)

摘要

This chapter discusses a mechanism of clustering multi-hop sensor networks with a goal to generate optimal number of sensor-clusters in a secure and power efficient manner. It uses genetic algorithm (GA) to adaptively create various components such as cluster-members, cluster-heads, and routing agents. The allocation of these components is then used to evaluate the average fitness of the system based on the sequence of communication links towards the sink. It is expected to minimize the power consumption of the sensor system while maximizing the sensor objectives (coverage and exposure). Runtime evaluation of the system can support changing dynamics, related to coverage, task requirements, failures, incremental redeployment and reconfiguration.

原文English
主出版物標題Handbook on Sensor Networks
發行者World Scientific Publishing Co.
頁面619-654
頁數36
ISBN(電子)9789812837318
ISBN(列印)9812837302, 9789812837301
DOIs
出版狀態Published - 2010 1月 1

All Science Journal Classification (ASJC) codes

  • 電腦科學(全部)

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