GWO-LPWSN: Grey Wolf Optimization Algorithm for Node Localization Problem in Wireless Sensor Networks
Joint Authors
Amudhavel, J.
Dhavachelvan, P.
Rajakumar, R.
Vengattaraman, T.
Source
Journal of Computer Networks and Communications
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-03-21
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Information Technology and Computer Science
Abstract EN
Seyedali Mirjalili et al.
(2014) introduced a completely unique metaheuristic technique particularly grey wolf optimization (GWO).
This algorithm mimics the social behavior of grey wolves whereas it follows the leadership hierarchy and attacking strategy.
The rising issue in wireless sensor network (WSN) is localization problem.
The objective of this problem is to search out the geographical position of unknown nodes with the help of anchor nodes in WSN.
In this work, GWO algorithm is incorporated to spot the correct position of unknown nodes, so as to handle the node localization problem.
The proposed work is implemented using MATLAB 8.2 whereas nodes are deployed in a random location within the desired network area.
The parameters like computation time, percentage of localized node, and minimum localization error measures are utilized to analyse the potency of GWO rule with other variants of metaheuristics algorithms such as particle swarm optimization (PSO) and modified bat algorithm (MBA).
The observed results convey that the GWO provides promising results compared to the PSO and MBA in terms of the quick convergence rate and success rate.
American Psychological Association (APA)
Rajakumar, R.& Amudhavel, J.& Dhavachelvan, P.& Vengattaraman, T.. 2017. GWO-LPWSN: Grey Wolf Optimization Algorithm for Node Localization Problem in Wireless Sensor Networks. Journal of Computer Networks and Communications،Vol. 2017, no. 2017, pp.1-10.
https://search.emarefa.net/detail/BIM-1173351
Modern Language Association (MLA)
Rajakumar, R.…[et al.]. GWO-LPWSN: Grey Wolf Optimization Algorithm for Node Localization Problem in Wireless Sensor Networks. Journal of Computer Networks and Communications No. 2017 (2017), pp.1-10.
https://search.emarefa.net/detail/BIM-1173351
American Medical Association (AMA)
Rajakumar, R.& Amudhavel, J.& Dhavachelvan, P.& Vengattaraman, T.. GWO-LPWSN: Grey Wolf Optimization Algorithm for Node Localization Problem in Wireless Sensor Networks. Journal of Computer Networks and Communications. 2017. Vol. 2017, no. 2017, pp.1-10.
https://search.emarefa.net/detail/BIM-1173351
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1173351