Title :
Design of Fuzzy Neural Network Control Method for Ramp Metering
Author :
Feng, Chen ; Yuanhua, Jia ; Jian, Li ; Huixin, Yi ; Zhonghai, Niu
Author_Institution :
Sch. of Traffic & Transp., Beijing Jiaotong Univ., Beijing, China
Abstract :
In the view of the worsening congestion situation of freeway and related urban expressway. Based on fuzzy metering and neural network theories. A fuzzy control method which chooses d-value of mainline traffic state and expected state and ramp traffic state as input variables, ramp metering rate as output variable was raised. accordingly a ramp metering algorithm was put forward to establish a five-layer Fuzzy Neural Network (FNN)model for deepen the ramp metering theory and method.
Keywords :
control system synthesis; fuzzy control; metering; neurocontrollers; road traffic; traffic control; five layer neural network; freeway congestion; fuzzy neural network control method; mainline traffic control; ramp metering algorithm; urban expressway; Artificial neural networks; Fuzzy control; Fuzzy neural networks; Input variables; Niobium; Roads; Traffic control; Fuzzy Control; Fuzzy Neural Network; Neural Network; Ramp Metering; Traffic Control;
Conference_Titel :
Measuring Technology and Mechatronics Automation (ICMTMA), 2011 Third International Conference on
Conference_Location :
Shangshai
Print_ISBN :
978-1-4244-9010-3
DOI :
10.1109/ICMTMA.2011.242
