A fuzzy approach for call admission control in LTE networks

被引：8
|
作者：
Ovengalt, C. B. Tokpo [1 ]
Djouani, K.
Kurien, A.
机构：
[1] Tshwane Univ Technol, ZA-0001 Pretoria, South Africa
来源：
5TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT-2014), THE 4TH INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY INFORMATION TECHNOLOGY (SEIT-2014) | 2014年 / 32卷
关键词：
CAC; FLC; QoS; Channel aggregation;
D O I：
10.1016/j.procs.2014.05.420
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The time-varying nature of the parameters influencing the Quality of service (QoS) of real-time applications means the Call Admission Control (CAC) in LTE networks has to deal with some degree of uncertainty. The existing approaches fail to properly manage this uncertainty. A model is proposed to effectively manage real-time traffic via the deployment of a Type-1 Fuzzy Logic Controllers (FLCs). Compared to the Quality Index based approach, the obtained results present notable improvements regarding the call rejection and call blocking probabilities in a 4G LTE Network. (C) 2014 Published by Elsevier B.V.
引用
收藏
页码：237 / 244
页数：8
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