![](/images/graphics-bg.png)
DI-GEP : A New Lifetime Extending Algorithm for Target Tracking in Wireless Sensor Networks
Joint Authors
Dai, Shucheng
Li, Chuan
Chen, Chun
Source
International Journal of Distributed Sensor Networks
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-03-14
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Telecommunications Engineering
Information Technology and Computer Science
Abstract EN
Wireless sensor networks (WSNs) are widely used in detecting, locating, and tracking moving objects.
The cheap, low-powered, and energy-limited sensors that are set up in large areas may consume large portion of energy and disable the whole network.
In this paper, a new energy-efficient method based on Distributed Incremental Gene Expression Programming (DI-GEP) is proposed to collaboratively mine moving patterns of moving targets in order to turn on/off some sensor nodes at certain time to save energy further.
Meanwhile, an adjustable sliding window is designed to quickly train the latest collected location data in order to improve the efficiency of DI-GEP.
The simulation results show that the proposed method effectively prolongs the network lifetime by around 25% compared with the EKF and ECPA.
American Psychological Association (APA)
Dai, Shucheng& Li, Chuan& Chen, Chun. 2012. DI-GEP : A New Lifetime Extending Algorithm for Target Tracking in Wireless Sensor Networks. International Journal of Distributed Sensor Networks،Vol. 2012, no. 2012, pp.1-9.
https://search.emarefa.net/detail/BIM-473824
Modern Language Association (MLA)
Dai, Shucheng…[et al.]. DI-GEP : A New Lifetime Extending Algorithm for Target Tracking in Wireless Sensor Networks. International Journal of Distributed Sensor Networks No. 2012 (2012), pp.1-9.
https://search.emarefa.net/detail/BIM-473824
American Medical Association (AMA)
Dai, Shucheng& Li, Chuan& Chen, Chun. DI-GEP : A New Lifetime Extending Algorithm for Target Tracking in Wireless Sensor Networks. International Journal of Distributed Sensor Networks. 2012. Vol. 2012, no. 2012, pp.1-9.
https://search.emarefa.net/detail/BIM-473824
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-473824