Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/25136
Title: Multi-objective directional sensor placement for wireless sensor networks
Authors: Cheng, CT 
Leung, H
Keywords: Wireless sensor networks
Multi-objective optimization
Resource management
Sensing coverage
Issue Date: 2014
Publisher: IEEE
Source: 2014 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5 June 2014, Melbourne VIC, p. 510-513 How to cite?
Abstract: In this paper, a multi-objective directional sensor placement problem for wireless sensor networks is considered. The goal of the multi-objective optimization problem is to obtain sensor placement solutions with reasonable trade-offs between two conflicting objectives, namely energy consumption and detection capability. An adaptive normalized normal constraint method is proposed to solve such optimization problem. Simulation results show that, when comparing with a conventional normalized normal constraint method and NSGA-II, the proposed method is more capable of finding extreme solutions on an approximated Pareto frontier.
URI: http://hdl.handle.net/10397/25136
ISBN: 978-1-4799-3431-7
DOI: 10.1109/ISCAS.2014.6865184
Appears in Collections:Conference Paper

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