Title
Load Balancing Algorithm Based on Neural Network in Heterogeneous Wireless Networks.
Abstract
Some load balancing algorithms in heterogeneous wireless networks can not consider the problems arising from the admission control of new service and service transfer of heavy load networks. To solve these problems, we propose a load balancing algorithm based on neural networks. This algorithm is used to conduct prediction through network load rate and achieve the network admission of new service by combining an admission control optimization algorithm. Moreover, by analyzing network performance, some services of heavy load network are transferred to overlay light load network. The simulation results indicate that our algorithm can well realize the load balancing of heterogeneous wireless network and provide high resource utilization.
Year
DOI
Venue
2015
10.1007/978-3-319-25393-0_51
ISNN
Keywords
Field
DocType
Heterogeneous wireless network,Load balancing,Admission control,Blocking probability
Wireless network,Network Load Balancing Services,Heterogeneous wireless network,Admission control,Computer science,Load balancing (computing),Computer network,Algorithm,Overlay,Artificial neural network,Distributed computing,Network performance
Conference
Volume
ISSN
Citations 
9377
0302-9743
0
PageRank 
References 
Authors
0.34
4
4
Name
Order
Citations
PageRank
Xin Song1156.88
Liangming Wu200.34
Xin Ren300.34
Jing Gao472.12