Title :
Fuzzy controller for intersection group
Author :
Lee, Jee-Hyong ; Lee, Keon-Myung ; Hyung Lee-Kwang
Author_Institution :
Dept. of Comput. Sci., Korea Adv. Inst. of Sci. & Technol., Seoul, South Korea
Abstract :
This paper presents a fuzzy traffic controller for a set of intersections and its simulation results. In the developed system, each intersection has its own traffic controller. The controller of a intersection manages the phase sequence and the phase length dynamically according to its own and the neighboring traffic situations. To do this, we adopt a competitive scheme. All possible phases except the green phase compete to get the green signal. The controller consists of three modules: the next phase selection module, the green phase observing module, and the decision module. To carry out the performance evaluation of the controller, a simulator for the intersection group has been developed. The developed fuzzy traffic controller is compared with the vehicle-adjusted methods. The controller shows good performance in case where traffic patterns change over time and in heavy traffic situations
Keywords :
fuzzy control; fuzzy logic; intelligent control; performance evaluation; road traffic; simulation; traffic control; decision module; fuzzy traffic controller; green phase observing module; heavy traffic situations; intersection group; next phase selection module; performance evaluation; simulator; traffic patterns change; Computational modeling; Computer science; Computer simulation; Fuzzy control; Fuzzy logic; Fuzzy sets; Optimal control; Traffic control; Vehicles; Velocity control;
Conference_Titel :
Industrial Automation and Control: Emerging Technologies, 1995., International IEEE/IAS Conference on
Conference_Location :
Taipei
Print_ISBN :
0-7803-2645-8
DOI :
10.1109/IACET.1995.527591