DocumentCode
1501465
Title
Distributed and cooperative fuzzy controllers for traffic intersections group
Author
Lee, Jee-Hyong ; Lee-Kwang, Hyung
Author_Institution
Dept. of Comput. Sci., Korea Adv. Inst. of Sci. & Technol., Seoul, South Korea
Volume
29
Issue
2
fYear
1999
fDate
5/1/1999 12:00:00 AM
Firstpage
263
Lastpage
271
Abstract
This paper presents a fuzzy traffic controller for a set of intersections and its simulation results. The controller of an intersection controls its own traffic and cooperates with its neighbors. It gets information from its traffic detectors and its neighbors. Using this information, the fuzzy rule base system gives optimal signals. It manages phase sequences and phase lengths adaptively to its neighbors´ as well as its own traffic conditions. To carry out the performance evaluation of the controller, a simulator for intersection groups has been developed. The proposed method is compared with the vehicle actuated method which is one of the typical conventional methods. The average delay time of a vehicle is used as a performance index. The simulation results show good performance in the case of time-varying traffic patterns and heavy traffic conditions
Keywords
automated highways; cooperative systems; distributed control; fuzzy control; performance index; cooperative fuzzy controllers; delay; distributed controllers; fuzzy rule base system; heavy traffic conditions; optimal signals; performance evaluation; performance index; phase lengths; phase sequences; simulation; time-varying traffic patterns; traffic control; traffic detectors; traffic intersections; vehicle actuated method; Computational modeling; Delay effects; Detectors; Fuzzy control; Fuzzy logic; Fuzzy sets; Fuzzy systems; Performance analysis; Traffic control; Vehicles;
fLanguage
English
Journal_Title
Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on
Publisher
ieee
ISSN
1094-6977
Type
jour
DOI
10.1109/5326.760570
Filename
760570
Link To Document