Title :
Intelligent scheduling management for QoS-enabled wireless ad hoc network with fuzzy rule-based system
Author :
Thankakan, Kevin ; Thumthawatworn, Thanachai ; Santiprabhob, Pratit
Author_Institution :
Dept. of Telecommun. Sci., Assumption Univ., Bangkok, Thailand
Abstract :
We consider a large group of mobile stations that are interconnected by a multi-hop network, namely an ad hoc network. This network has the ability to operate without any existing wired or wireless infrastructure. The essential characteristics of this kind of network are a large number of nodes (also referred to as mobile users), node´s mobility, and a need to support various kinds of services. To guarantee the quality-of-service (QoS) in an ad hoc network is quite challenging because the network´s topology can change at anytime. In order to tackle the problem, we introduce an innovative scheduling management scheme utilizing a fuzzy rule-based system. This scheme takes in to account the queue length, link stability, link utilization, and packet´s deadline. Experimental results reveal that the purposed scheme offers a promising performance in maintaining the network´s QoS
Keywords :
fuzzy set theory; knowledge based systems; quality of service; queueing theory; radio networks; scheduling; telecommunication computing; fuzzy rule-based system; intelligent scheduling management; link stability; multihop connections; network topology; packet deadline; quality-of-service; queue length; wireless ad hoc network; Ad hoc networks; Fuzzy systems; Intelligent networks; Knowledge based systems; Mobile ad hoc networks; Routing; Scheduling; Spread spectrum communication; Telecommunication traffic; Traffic control;
Conference_Titel :
IFSA World Congress and 20th NAFIPS International Conference, 2001. Joint 9th
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-7078-3
DOI :
10.1109/NAFIPS.2001.943702
