A Faster Convergence Artificial Bee Colony Algorithm in Sensor Deployment for Wireless Sensor Networks
Joint Authors
Zhang, Jiaxin
Yu, Xiangyu
Fan, Jiaru
Zhang, Tao
Source
International Journal of Distributed Sensor Networks
Issue
Vol. 2013, Issue - (31 Dec. 2013), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-10-03
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Telecommunications Engineering
Information Technology and Computer Science
Abstract EN
In wireless sensor networks (WSN), sensor deployment is one of the main topics for enhancing the sensor’s coverage rate.
In this paper, by modifying updating equation of onlooker bee and scout bee of original artificial bee colony (ABC) algorithm, a sensor deployment algorithm based on the modified ABC algorithm is proposed.
Some new parameters such as forgetting and neighbor factor for accelerating the convergence speed and probability of mutant for maximizing the coverage rate are introduced.
Simulation results showed that comparing with the deployment method based on original ABC and particle swarm optimization (PSO) algorithm, the proposed approach can achieve a better performance in coverage rate and convergence speed while needing a less total moving distance of sensors.
American Psychological Association (APA)
Yu, Xiangyu& Zhang, Jiaxin& Fan, Jiaru& Zhang, Tao. 2013. A Faster Convergence Artificial Bee Colony Algorithm in Sensor Deployment for Wireless Sensor Networks. International Journal of Distributed Sensor Networks،Vol. 2013, no. -, pp.1-9.
https://search.emarefa.net/detail/BIM-476381
Modern Language Association (MLA)
Yu, Xiangyu…[et al.]. A Faster Convergence Artificial Bee Colony Algorithm in Sensor Deployment for Wireless Sensor Networks. International Journal of Distributed Sensor Networks Vol. 2013, pp.1-9.
https://search.emarefa.net/detail/BIM-476381
American Medical Association (AMA)
Yu, Xiangyu& Zhang, Jiaxin& Fan, Jiaru& Zhang, Tao. A Faster Convergence Artificial Bee Colony Algorithm in Sensor Deployment for Wireless Sensor Networks. International Journal of Distributed Sensor Networks. 2013. Vol. 2013, no. -, pp.1-9.
https://search.emarefa.net/detail/BIM-476381
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-476381