Title :
Adaptive fuzzy proportional integral power control for a cellular CDMA system with time delay
Author :
Chang, Po-Rong ; Wang, Bor-Chin
Author_Institution :
Dept. of Commun. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
fDate :
12/1/1996 12:00:00 AM
Abstract :
We investigate the use of fuzzy logic control techniques for adaptive power control in a direct-sequence code-division multiple-access (DS/CDMA) cellular system over the mobile fading radio channels with propagation time delay. A fuzzy PI (proportional-plus-integral) control whose input variables are the received power error and error change is introduced to determine each user transmitting power in order to simultaneously equalize all users´ signal powers received at the base station and achieve better system stability and control performance. This control strategy can ensure long loop transmission delays without causing the system to become unstable. According to the well-known phase-plane method, the derivation of the fuzzy PI control has been carried out by analyzing the response areas, cross-over, and extreme points of the system step response with apriori knowledge of the dynamics of the CDMA mobile fading channels. For a long time-delay fading process, a methodology is developed to modify the rule base to contain the delay information for reducing the deadtime effects of the process. Moreover, the additional advantages of fuzzy PI control over conventional control theories are: increased robustness in spite of interference and the ability to handle the time-delay process whose parameters are not accurately known. Simulation results show that a good performance can be achieved both in RMS tracking error and traffic capacity by use of fuzzy PI power control, especially in poor interuser interference and long time delay conditions
Keywords :
adaptive control; cellular radio; code division multiple access; delays; fading; fuzzy control; knowledge based systems; power control; proportional control; telecommunication control; telecommunication traffic; tracking; DS/CDMA cellular system; RMS tracking error; adaptive power control; base station; control performance; deadtime effects; direct sequence code division multiple access; fuzzy PI power control; fuzzy logic control; interuser interference; long loop transmission delays; long time-delay fading; mobile fading radio channels; phase plane method; propagation time delay; proportional integral power control; proportional plus integral control; received power error; rule base; system stability; system step response; Adaptive control; Control systems; Delay effects; Error correction; Fading; Fuzzy control; Fuzzy systems; Multiaccess communication; Power control; Programmable control;
Journal_Title :
Selected Areas in Communications, IEEE Journal on