Title :
Distributed intelligent call admission control
Author :
Zhang, Daipeng ; Zhu, Gang
Author_Institution :
Modern Telecommun. Inst., Beijing JiaoTong Univ.
Abstract :
In this paper, we propose QoS-based distributed intelligent call admission control (DICAC) for wideband multi-service CDMA system. Neural network is employed to predict next-step existing-call interference, fuzzy logic is used to estimate equivalent interference for a new call and make admission decision. QoS performances of all service types in home and neighboring cells are measured as feedback of the system. We introduce distributing idea into intelligent call admission control by defining the concept of equivalent dropping probability of neighboring cells. Simulation results indicate that the proposed algorithm can guarantee the QoS requirements of users, dropping probability and call blocking probability, in both home and neighboring cells
Keywords :
cellular radio; code division multiple access; distributed control; fuzzy logic; intelligent control; neural nets; probability; quality of service; telecommunication computing; telecommunication congestion control; DICAC; QoS; blocking probability; distributed intelligent call admission control; dropping probability; existing-call interference; fuzzy logic; neural network; wideband multiservice CDMA system; Admission control; Call admission control; Fuzzy logic; Intelligent control; Intelligent networks; Interference; Multiaccess communication; Neural networks; Probability; Quality of service; CDMA; SIR; distributed; fuzzy logic; neural network;
Conference_Titel :
Microwave, Antenna, Propagation and EMC Technologies for Wireless Communications, 2005. MAPE 2005. IEEE International Symposium on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9128-4
DOI :
10.1109/MAPE.2005.1618195