Intelligent Data Rate Control in Cognitive Mobile Heterogeneous Networks

被引：4
|
作者：
Mar, Jeich [1 ]
Nien, Hsiao-Chen [1 ]
Cheng, Jen-Chia [1 ]
机构：
[1] Yuan Ze Univ, Dept Commun Engn, Tao Yuan, Taiwan
来源：
IEICE TRANSACTIONS ON COMMUNICATIONS | 2012年 / E95B卷 / 04期
关键词：
complete sharing (CS) protocol; adaptive neural fuzzy inference system (ANFIS); cognitive mobile heterogeneous networks; adaptive rate controller (ARC); neural fuzzy call-admission and rate controller (NFCRC); MANAGEMENT; SYSTEMS;
D O I：
10.1587/transcom.E95.B.1161
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
An adaptive rate controller (ARC) based on an adaptive neural fuzzy inference system (ANFIS) is designed to autonomously adjust the data rate of a mobile heterogeneous network to adapt to the changing traffic load and the user speed for multimedia call services. The effect of user speed on the handoff rate is considered. Through simulations, it has been demonstrated that the ANFIS-ARC is able to maintain new call blocking probability and handoff failure probability of the mobile heterogeneous network below a prescribed low level over different user speeds and new call origination rates while optimizing the average throughput. It has also been shown that the mobile cognitive wireless network with the proposed CS-ANFIS-ARC protocol can support more traffic load than neural fuzzy call-admission and rate controller (NFCRC) protocol.
引用
收藏
页码：1161 / 1169
页数：9
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