Publication: Vertical Handover Decision Based on RBF Approach for Ubiquitous Wireless Networks
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Issued Date
2016
Resource Type
File Type
application/pdf
Other identifier(s)
2-s2.0-84968612820
Rights Holder(s)
Scopus
Bibliographic Citation
2016 International Conference on Platform Technology and Service, PlatCon 2016 - Proceedings. (2016)
Suggested Citation
Kunarak S. Vertical Handover Decision Based on RBF Approach for Ubiquitous Wireless Networks. 2016 International Conference on Platform Technology and Service, PlatCon 2016 - Proceedings. (2016). doi:10.1109/PlatCon.2016.7456839 Retrieved from: https://hdl.handle.net/20.500.14740/5462
Author(s)
Abstract
Next generation wireless networks are integrated the multiple wireless access technologies in order to provide the users with the best connection. The vertical handover decision algorithm is an important role to guarantee the seamless mobility in single mobile terminal. In this paper, we apply the radial basis function neural network (RBFNN) for the decision making process in vertical handover based on received signal strength, mobile speed and monetary cost metrics. The simulation results indicate that the proposed approach outperforms in reducing the unnecessary handover and connection dropping but increasing the grade of service with comparing the other two methods as threshold and back propagation neural network. © 2016 IEEE.
Subject(s)
Backpropagation
Decision making
Functions
Neural networks
Radial basis function networks
Radio systems
Wireless networks
Back propagation neural networks
Heterogeneous
Next-generation wireless network
Radial basis function neural networks
Radial basis functions
Ubiquitous wireless networks
Vertical handover decisions
Wireless access technology
Next generation networks
Decision making
Functions
Neural networks
Radial basis function networks
Radio systems
Wireless networks
Back propagation neural networks
Heterogeneous
Next-generation wireless network
Radial basis function neural networks
Radial basis functions
Ubiquitous wireless networks
Vertical handover decisions
Wireless access technology
Next generation networks