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CHEN De-wang, WANG Fei-yue, CHEN Long. Freeway ramp control algorithm based on neurofuzzy networks[J]. Journal of Traffic and Transportation Engineering, 2003, 3(2): 100-105.
Citation: CHEN De-wang, WANG Fei-yue, CHEN Long. Freeway ramp control algorithm based on neurofuzzy networks[J]. Journal of Traffic and Transportation Engineering, 2003, 3(2): 100-105.
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Freeway ramp control algorithm based on neurofuzzy networks

  • 1.

    Institute of Automation, China Academy of Science, Beijing 100080, China

  • 2.

    Department of Systems and Industrial Engineering, Arizona University, Tucson, Arizona, US

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  • Author Bio:

    CHEN De-wang(1976-), male, doctoral student, 86-10-62554288, dewang.chen@mail.ia.ac.cn

  • Received Date: 2002-11-27
  • Publish Date: 2003-06-25
    Abstract
  • The mathematical model for the ramp control was developed. Based on this model, the fuzzy control was combined with neural network to realize the intelligent control. The simulation for this algorithm was carried out. The results show that this algorithm is always effective; it can maintain the mainline traffic flow desity in a desired value and restrain the length of queue at the on-ramp; it is better than the classic feedback algorithm ALINEA.

     

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    • References(10)
  • [1]
    Fenton F. IVHS/AHS: Driving into the future[J]. IEEE Control Systems, 1994: 13-15.
    [2]
    陈德望. 城市高速道路交通控制方法研究的回顾与展望[J]. 信息与控制, 2002, 31(4): 341-345. doi: 10.3969/j.issn.1002-0411.2002.04.011

    CHEN De-wang. The overview of urban freeway traffic control on its prospect[J]. Journal of Information and Control, 2002, 31(4): 341-345. (in Chinese) doi: 10.3969/j.issn.1002-0411.2002.04.011
    [3]
    Papageorgiou M, Hadj-Salem H, Blosseville J-M. ALINEA: a local feedback control law for on-ramp metering[J]. Transportation Research Record 1320, 1991: 58-64.
    [4]
    Robinson J, DeoctorM. Ramp metering status in North America: final report[R]. Office of Traffic Operations, Federal Highway Administration, U.S. Department of Transportation, Washington, D.C., 1989.
    [5]
    Chen L, May A. Freeway ramp control using fuzzy set theory for inexact reasoning[J]. Transportation Research-A, 1990, 24A(1): 15-25.
    [6]
    Zhang HM, Stephen G R. Freeway ramp metering using artifical neural network[J]. Transportation Research-C, 1997, 5 (5): 273-286. doi: 10.1016/S0968-090X(97)00019-3
    [7]
    赵振宇, 徐用懋. 模糊理论和神经网络的基础与应用[M]. 北京: 清华大学出版社, 1997.25-27.
    [8]
    Wang F Y, Kim H M. Implementing adaptive fuzzy logic controllers with neural networks: a design paradigm[J]. Journal of Intelligent and Fuzzy Systems, 1995, 1(3): 165-180.
    [9]
    宫晓燕, 汤淑明. 基于非参数回归的单点短时交通流预测算法[J]. 中国公路学报, 2003, 16(1): 82-87. https://cdmd.cnki.com.cn/Article/CDMD-10614-1015711959.htm

    GONG Xiao-yan, TANG Shu-ming. Integrated traffic flow forecasting and traffic incident detection algorithm based on non-parametric regression[J]. China Journal of Highway and Transport, 2003, 16(1): 82-87. (in Chinese) https://cdmd.cnki.com.cn/Article/CDMD-10614-1015711959.htm
    [10]
    CHEN De-wang, GONGXiao-yan. ZHENG Chang-qing. A wire-less traffic information collection system in Beijing urban freeways[A]. Proc. of the 5rd IEEE International Conference on ITS[C]. Singapore, Sept., 2002.190-195.
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