Publication: A dynamic channel allocation algorithm based on back-propagation neural network for vertical handover in HetNets
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0
Issued Date
2016
Resource Type
File Type
application/pdf
Other identifier(s)
2-s2.0-85011067186
Rights Holder(s)
มหาวิทยาลัยศรีนครินทรวิโรฒ
Bibliographic Citation
Proceedings - 2016 UKSim-AMSS 18th International Conference on Computer Modelling and Simulation, UKSim 2016. Vol , No. (2016), p.287-292
Suggested Citation
Kunarak S. A dynamic channel allocation algorithm based on back-propagation neural network for vertical handover in HetNets. Proceedings - 2016 UKSim-AMSS 18th International Conference on Computer Modelling and Simulation, UKSim 2016. Vol , No. (2016), p.287-292. doi:10.1109/UKSim.2016.7 Retrieved from: https://hdl.handle.net/20.500.14740/4847
Author(s)
Abstract
The vertical handover decision algorithm plays an important role to guarantee the seamless mobility in a single mobile terminal for heterogeneous wireless networks in the next generation. Hence, the efficient management of available radio resource utilization becomes crucial to maintain uninterrupted communication. The major contributions of this paper consist of the channel allocation based on a backpropagation neural network (BPNN) that reduces the dropped call and data packet delay. Second, the channel allocation scheme and vertical handover management are associated to provide quality of service (QoS). The simulation results indicate that our proposed algorithm significantly enhance the overall performance compared with previous methods. © 2016 IEEE.
Subject(s)
Backpropagation
Backpropagation algorithms
Heterogeneous networks
Mobile telecommunication systems
Neural networks
Quality of service
Torsional stress
Back propagation neural networks
Channel allocation
Channel allocation scheme
Dynamic channel allocation
Efficient managements
Heterogeneous wireless network
Vertical handover decisions
Vertical handovers
Radio systems
Backpropagation algorithms
Heterogeneous networks
Mobile telecommunication systems
Neural networks
Quality of service
Torsional stress
Back propagation neural networks
Channel allocation
Channel allocation scheme
Dynamic channel allocation
Efficient managements
Heterogeneous wireless network
Vertical handover decisions
Vertical handovers
Radio systems