Title :
An Entropy-Based Fuzzy Controllers QoS Routing Algorithm in MANET
Author :
Chen, Hua ; Sun, Baolin ; Zeng, Yue ; He, Xianying
Author_Institution :
Sch. of Sci., Wuhan Univ. of Sci. & Eng., Wuhan, China
Abstract :
In mobile ad hoc networks (MANETs), the provision of quality of service (QoS) guarantees is much more challenging than in wireline networks, mainly due to node mobility, multihop communications, contention for channel access, and a lack of central coordination. This paper introduces an Entropy-based Fuzzy controllers QoS Routing algorithm in MANET (EFQRM). The key idea of EFQRM algorithm is to construct the new metric-entropy and fuzzy controllers with the help of entropy metric to reduce the number of route reconstruction so as to provide QoS guarantee in the ad hoc network. The simulation results show that the proposed approach and parameters provide an accurate and efficient method of estimating and evaluating the route stability in dynamic MANETs.
Keywords :
ad hoc networks; entropy; fuzzy control; mobile radio; quality of service; telecommunication network routing; channel access contention; entropy-based fuzzy controllers; mobile ad hoc networks; multihop communications; node mobility; quality of service routing; route reconstruction; wireline networks; Ad hoc networks; Communication system control; Entropy; Fuzzy control; Mobile ad hoc networks; Mobile communication; Quality of service; Routing; Spread spectrum communication; Stability; MANET; QoS; entropy; fuzzy controller; routing algorithm;
Conference_Titel :
Hybrid Intelligent Systems, 2009. HIS '09. Ninth International Conference on
Conference_Location :
Shenyang
Print_ISBN :
978-0-7695-3745-0
DOI :
10.1109/HIS.2009.262