Distributed and cooperative fuzzy controllers for traffic intersections group

被引:86
作者
Lee, JH [1 ]
Lee-Kwang, H [1 ]
机构
[1] Korea Adv Inst Sci & Technol, Dept Comp Sci, Taejon 305701, South Korea
来源
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS | 1999年 / 29卷 / 02期
关键词
cooperative systems; distributed control; fuzzy control; stimulation; traffic control;
D O I
10.1109/5326.760570
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a fuzzy traffic controller for a set of intersections and its simulation results. The controller of 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 ions. To carry out the performance evaluation of the controller, a simulator for intersections groups has been developed. 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 performances in the cases of time-varying traffic patterns and heavy traffic conditions.
引用
收藏
页码:263 / 271
页数:9
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