DocumentCode :
3352654
Title :
Coverage control in wireless sensor network based on improved ant colony algorithm
Author :
Lin, Lei ; Wang, Hou-jun ; Xu, Zhao
Author_Institution :
Sch. of Autom. Eng., Univ. of Electron. Sci. Technol. of China, Chengdu
fYear :
2008
fDate :
21-24 Sept. 2008
Firstpage :
865
Lastpage :
868
Abstract :
The problem of computing such minimal active sensor which can cover the target region completely is NP-hard. This paper designs a novel method, in which the detection area is divided into lots of virtual grid. So area coverage can approximately be considered as point coverage. Then the problem of area coverage turns into set covering problem. An improved ant colony algorithm is proposed for the minimal set covering. Experimental results show that the lever of algorithmic complication is depressed and the searching time is reduced, and the proposed algorithm outperforms the other algorithm in terms of the constructed cover set.
Keywords :
optimisation; wireless sensor networks; NP-hard; ant colony algorithm; coverage control; set covering problem; wireless sensor network; Algorithm design and analysis; Automatic control; Automation; Computer networks; Design methodology; Greedy algorithms; Monitoring; Network topology; Sampling methods; Wireless sensor networks; coverage control; improved ant colony algorithm; set covering; wireless sensor networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Cybernetics and Intelligent Systems, 2008 IEEE Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-1673-8
Electronic_ISBN :
978-1-4244-1674-5
Type :
conf
DOI :
10.1109/ICCIS.2008.4670965
Filename :
4670965
Link To Document :
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