Title :
Intelligent call admission control using fuzzy logic in wireless networks
Author :
Ma, Yufeng ; Hu, Xiulin ; Zhang, Yunyu ; Shi, Yimei
Author_Institution :
Dept. of Electron. & Inf., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
Scarcity of the spectrum resource and mobility of users make quality-of-service (QoS) provision a critical issue in wireless networks. This paper presents a fuzzy call admission control scheme to meet the requirement of the QoS. It searches automatically the optimal number of the guard channels in a base station to make an effective use of resource and guarantee the QoS provision. Simulation compares the proposed fuzzy scheme with an adaptive channel reservation scheme. Simulation results show that fuzzy scheme has a better robust performance in terms of call dropping probability, call blocking probability, and channel utilization.
Keywords :
fuzzy control; fuzzy logic; radio access networks; telecommunication congestion control; QoS provision; QoS requirement; adaptive channel reservation; automatic search; base station; call blocking probability; call dropping probability; channel utilization; fuzzy call admission control; fuzzy logic; fuzzy scheme robust performance; guard channels; intelligent call admission control; optimal number; quality of service; simulation; spectrum resource; wireless networks; Base stations; Call admission control; Cellular networks; Fuzzy control; Fuzzy logic; Intelligent control; Intelligent networks; Quality of service; Robustness; Wireless networks;
Conference_Titel :
American Control Conference, 2005. Proceedings of the 2005
Print_ISBN :
0-7803-9098-9
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2005.1470599