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A Development of a Real-time, Traffic Adaptive Control Scheme Through VIDs.

김성호    (한양대학교 교통공학과  );
  • 초록

    The development and implementation of a real-time, traffic adaptive control scheme based on fuzzy logic through Video Image Detector systems (VIDs) is presented. Through VIDs based image processing, fuzzy logic can be used for a real-time traffic adaptive signal control scheme. Fuzzy control logic allows linguistic and inexact traffic data to be manipulated as a useful tool in designing signal timing plans. The fuzzy logic has the ability to comprehend linguistic instructions and to generate control strategy based on a priori verbal communication. The implementation of fuzzy logic controller for a traffic network is introduced. Comparisons are made between implementations of the fuzzy logic controller and the actuated controller in an isolated intersection. The results obtained from the application of the fuzzy logic controller are also compared with those corresponding to a pretimed controller for the coordinated intersections. Simulation results from the comparisons indicate the performance of the system is between under the fuzzy logic controller. Integration of the aforementioned schemes into and ATMS framework will lead to real-time adjustment of the traffic control signals, resulting in significant reduction in traffic congestion.


  • 참고문헌 (22)

    1. Modeling controllers uning fuzzy relations , J.F.Baldwin;N.C.F.Guild , Kybernetes / v.9,pp.223-229,
    2. D.Dubois;H.Prade , Fuzzy sets and systems: Theory and Applications / v.,pp.,
    3. Fuzzy control of transportation systems , T.Endo , IEEE proc. int. Workshop on industrial Automation Systems, Seiken Symposium / v.,pp.33-38,
    4. Optimum control of a system of oversaturated intersections , Denos C. Gazis , Operations Research / v.,pp.815-831,
    5. Associates Inc. KLD , Traf-Netsim user's guide / v.,pp.,
    6. Application of fuzzy set theory to control systems , E.Mamdani , A survey. Fuzzy Automata and Decision Processees / v.,pp.,
    7. A control engineering review of fuzzy systems , R.Tong , Automatica / v.13,pp.559-569,
    8. Timing Progressive signal systems , J.L.Petterman , Traffic Engineering / v.,pp.194-199,
    9. Fuzzy Sets , L.A.Zadeh , Information and control / v.8,pp.338-353,
    10. Application of fuzzy logic to approximate reasoning using linguistic synthsis , E.Mamdani , IEEE Trans. on Computers / v.C-26,pp.1182-1191,
    11. Testing and field implementation of the Minnesota video detection system , P.Michalopouplos;B.Wolf;R.Benke , Transportation Research Record / v.,pp.,
    12. Advances in the Linguistic synthesis of fuzzy controllers , E.H.Mamdani , Int J. Man-Machine Studies / v.8,pp.669-678,
    13. A linguistic self-oraganizing process contr-oller , T.J.Procyk;E.H.Mamdani , Automatica / v.15,pp.15-30,
    14. Highway capacity manual , Transportation Research Board SR209 / v.,pp.,
    15. Fuzzy identification of systems and its application to modelling and control , T.Takagi;M.Sugeno , IEEE Trans. Syst, Man, Cybern. / v.SMC-1,pp.116-132,
    16. Outline of a new approach to the analysis of complex system and decision processes , L.A.Zadeh , IEEE Trans. / v.SMC -3-1,pp.28-44,
    17. Comparing fuzzy logic with classical controller designs , K.Tand;R.Muholland , IEEE Trans. on System, Man, and Cybernetics / v.SMC-17,pp.1085-1087,
    18. An experiment in Linguistic syvthesis with a fuzzy logic controller , E.H.Mamdani;S.Assilian , Int J. Man-Machine Studies / v.7,pp.1-13,
    19. Application of machine vision to traffic monitoring ans control , R.Inigo , IEEE Trans. on Vechicular Technology / v.38,pp.112-122,
    20. Traffic control in oversaturated street networks , Louis J. Pignataro , Notional cooperative highway research program report 194 / v.,pp.,
    21. Development of fuzzy algorithms for servo systems , Y.Li;C.Lau , Proc. of IEEE / v.,pp.65-72,
    22. Theoretical and linguistic aspects of the fuzzy logic controller , M.Brace;D.Rutherford , Automatica / v.15,pp.553-557,
  • 이 논문을 인용한 문헌 (1)

    1. 2003. "Development of the Traffic Actuation Signal Control System Based on Fuzzy Logic on an Arterial Street" 大韓交通學會誌 = Journal of Korean Society of Transportation, 21(3): 71~83     

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