Title :
Adaptive neuro-fuzzy power control and rate adaptation for multirate CDMA radio systems
Author :
Jiang, Cbing-Huei ; Lain, Jenn-Kaie
Author_Institution :
Dept. of Electron. Eng., Nat. Yunlin Univ. of Sci. & Technol., Taiwan
Abstract :
Emerging multimedia services in cellular radio systems introduces a communication scenario with variations in transmission rate and quality of service (QoS) requirement. To tackle this problem, a new application of neuro-fuzzy control to the power control strategy in multirate direct-sequence code-division multiple-access (DS/CDMA) cellular radio systems is introduced in this paper. The simulation results indicate that the neuro-fuzzy power control (NFPC) provides higher average transmission rate, lower probability of unsuccessful transmission, and less outage probability than the previous mechanisms.
Keywords :
adaptive control; cellular radio; code division multiple access; control engineering computing; fuzzy control; fuzzy neural nets; neurocontrollers; power control; quality of service; spread spectrum communication; telecommunication control; adaptive neuro-fuzzy power control; cellular radio systems; direct-sequence code-division multiple-access; multirate CDMA radio systems; quality of service; rate adaptation; Adaptive control; Communication system control; Control systems; Land mobile radio cellular systems; Multiaccess communication; Multimedia systems; Power control; Programmable control; Quality of service; Radio control;
Conference_Titel :
Networking, Sensing and Control, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8193-9
DOI :
10.1109/ICNSC.2004.1297136
