Title :
Freeway on-ramp metering using fuzzy immune PID controller
Author :
Liang, Xinrong ; Wei, Yanxiu
Author_Institution :
Sch. of Inf., Wuyi Univ., Jiangmen
Abstract :
Aiming at the nonlinear and time variable characteristics of freeway traffic system, a fuzzy immune PID controller is designed and applied to freeway ramp metering based on the biological immune feedback regulating law and the adaptive ability of fuzzy inference. The freeway traffic flow model is firstly built. Then the principle of immune controller is formulated. Combined fuzzy inference with nonlinear feedback method, a freeway on-ramp metering is realized. Finally, the control system is simulated. The result shows that the fuzzy immune PID controller has good dynamic and steady-state performance. This method is very effective to the on-ramp metering.
Keywords :
feedback; fuzzy control; fuzzy reasoning; nonlinear systems; three-term control; traffic control; biological immune feedback regulating law; freeway on-ramp metering; freeway traffic system; fuzzy immune PID controller; fuzzy inference; immune controller; nonlinear characteristics; nonlinear feedback; steady-state performance; time variable characteristics; Biological control systems; Biological system modeling; Control systems; Feedback; Fuzzy control; Fuzzy systems; Immune system; Nonlinear control systems; Three-term control; Traffic control; freeway; fuzzy immune PID; ramp metering; traffic flow model;
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4593523