Applying intelligent software agents in a distributed channel allocation scheme for cellular networks

被引:0
|
作者
Bodanese, EL
Cuthbert, LG
机构
[1] CEFET PR, BR-80230901 Curitiba, Parana, Brazil
[2] Queen Mary Univ London, Dept Elect Engn, London E1 4NS, England
关键词
intelligent software agents; multiagent systems; agent negotiation; channel allocation schemes; mobile networks; resource management;
D O I
10.1142/S0218001402002131
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
As the demand for mobile services has increased, the need for an efficient allocation of channels is essential to ensure good performance, given the limited spectrum available. Techniques for increasing flexibility in radio resource acquisition are needed to handle the heterogeneity of services and bit rates to be supported in the forthcoming generations of mobile communications. To improve the performance and efficiency of the channel allocation, we propose the use of a particular agent architecture that allows base stations to be more flexible and intelligent, including planning to attempt to balance the load in advance of reactive requests. The simulation results prove that the use of intelligent agents controlling the allocation of channels is feasible and the agent negotiation is an important feature of the system in order to improve perceived quality of service and to improve the load balancing of the traffic.
引用
收藏
页码:1021 / 1039
页数:19
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