Title :
Application of Fuzzy Control in Combined Algorithm Between Traffic Guidance and Signal Timing
Author :
Dai, Hong ; Yang, Zhao-sheng ; Jiang, Xiao-jun
Author_Institution :
Coll. of Inf. Eng., Jilin Teachers Inst. of Eng. & Technol.
Abstract :
Urban traffic flow guidance system (UTFGS) and urban traffic control system (UTCS) are two main effective traffic management systems, which can make traffic flow smooth, safe and avoid traffic congestion. The coordination of UTFGS and UTCS can give decision support to navigation and signal timing at the same time, and it realize basic information sharing and get the optimal results from the point of system integration. In this paper, a combined model of traffic assignment and signal control is presented with the object to minimize congestion degree both at links and intersections. To avoid the complexity and difficulties in solving the optimal model, a fuzzy control algorithm is put forward, the input collected traffic data is described and how to convert them to fuzzy data is also interpreted in detail. Then the fuzzy control rules are listed in table to get the optimal link volumes, in the last, a test network is used to validate the algorithm for simulation
Keywords :
fuzzy control; fuzzy reasoning; road traffic; traffic control; combined algorithm; fuzzy control; fuzzy reasoning; information sharing; navigation; optimal model; signal timing; traffic assignment; traffic congestion avoidance; traffic management system; urban traffic control system; urban traffic flow guidance system; Communication system traffic control; Cybernetics; Density measurement; Educational institutions; Educational technology; Fuzzy control; Intelligent transportation systems; Machine learning; Navigation; Testing; Timing; Traffic control; Combined model; Fuzzy control; Signal timing; Traffic guidance;
Conference_Titel :
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location :
Dalian, China
Print_ISBN :
1-4244-0061-9
DOI :
10.1109/ICMLC.2006.259106