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Application of Particle Swarm Optimizer on Load Distribution for Hybrid Network Selection Scheme in Heterogeneous Wireless Networks
Joint Authors
Heng Siong, Lim
Yee, Yoke Chek
Chien, Su Fong
Tan, Su Wei
Source
ISRN Communications and Networking
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-09-05
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
Mobile terminal with multiradios is getting common nowadays with the presence of heterogeneous wireless networks such as 3G, WiMAX, and WiFi.
That Network selection mechanism plays an important role in ensuring mobile terminals are always connected to the most suitable network.
In this paper, we introduce and evaluate the performance of load distribution model to facilitate better network selection.
We focus on the optimization of network resource utilization using the particle swarm optimizer (PSO) with the objective to distribute the system load according to the various conditions of the heterogeneous networks in order to achieve minimum system cost.
Simulation results showed that the proposed approach outperformed the conventional iterative algorithm by a cost improvement of 7.24% for network size of 1000 mobile terminals using 10 particles.
American Psychological Association (APA)
Yee, Yoke Chek& Tan, Su Wei& Heng Siong, Lim& Chien, Su Fong. 2012. Application of Particle Swarm Optimizer on Load Distribution for Hybrid Network Selection Scheme in Heterogeneous Wireless Networks. ISRN Communications and Networking،Vol. 2012, no. 2012, pp.1-7.
https://search.emarefa.net/detail/BIM-464160
Modern Language Association (MLA)
Yee, Yoke Chek…[et al.]. Application of Particle Swarm Optimizer on Load Distribution for Hybrid Network Selection Scheme in Heterogeneous Wireless Networks. ISRN Communications and Networking No. 2012 (2012), pp.1-7.
https://search.emarefa.net/detail/BIM-464160
American Medical Association (AMA)
Yee, Yoke Chek& Tan, Su Wei& Heng Siong, Lim& Chien, Su Fong. Application of Particle Swarm Optimizer on Load Distribution for Hybrid Network Selection Scheme in Heterogeneous Wireless Networks. ISRN Communications and Networking. 2012. Vol. 2012, no. 2012, pp.1-7.
https://search.emarefa.net/detail/BIM-464160
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-464160