DocumentCode :
1922318
Title :
Using Hybrid Artificial Bee Colony Algorithm to Extend Wireless Sensor Network Lifetime
Author :
Chen, Rung-Ching ; Chang, Wei-Lung ; Shieh, Chia-Fen ; Zou, Cliff C.
Author_Institution :
Dept. of Inf. Manage., Chaoyang Univ. of Technol., Taichung, Taiwan
fYear :
2012
fDate :
26-28 Sept. 2012
Firstpage :
156
Lastpage :
161
Abstract :
In recent years, lots of researches have explored how to extend the lifetime of wireless sensor networks. Many of them focus on how to defend against Denial of Service (DoS) [1] attacks, and focus on how to arrange the locations of sensor nodes in different wireless sensor network architectures to extend the lifetime of sensor networks and to improve network security. This paper will use artificial bee colony algorithm and Or-opt algorithm to plan a transmission route of the detect features. Patrol nodes are also exploited to reduce power depletion and to extend the network lifetime. Patrol nodes will collect sensing data of nearby sensor nodes, detecting patterns in the collection data to confirm the collection data whether is normal or not. The experiments proof our method can reduce the time consume for dada transformation between patrol nodes.
Keywords :
optimisation; telecommunication network planning; telecommunication network reliability; telecommunication network routing; telecommunication security; wireless sensor networks; DoS attacks; denial-of-service attacks; hybrid artificial bee colony algorithm; network security; or-opt algorithm; patrol nodes; pattern detection; power depletion; sensor nodes; transmission route planning; wireless sensor network lifetime; Base stations; Indexes; Optimization; Probability; Sociology; Statistics; Wireless sensor networks; artificial bee colony algorithm; the network lifetime; wireless sensor network;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Innovations in Bio-Inspired Computing and Applications (IBICA), 2012 Third International Conference on
Conference_Location :
Kaohsiung
Print_ISBN :
978-1-4673-2838-8
Type :
conf
DOI :
10.1109/IBICA.2012.27
Filename :
6337655
Link To Document :
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