Four-phase intersection traffic control based on mixed logical dynamical modeling and predictive control approach

被引:0
|
作者
Pahnabi, Amirhossein [1 ]
Karimpour, Ali [1 ]
Mobara, Mostafa [1 ]
机构
[1] Ferdowsi Univ Mashhad, Dept Elect Engn, Mashhad, Iran
关键词
MLD; urban traffic control; predictive control; intersection;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The urban population is increasing continuously, thus the importance of urban traffic control has greatly increased. One of the major issues in urban traffic control is intersections traffic control. At the intersection traffic control systems, continuous variables such as flow, queue length, average speed and discrete variables such as intersection light switching are exist. The MLD model can consider relationship between discrete variables and continuous variables. It provides a linear model from variables that is good to optimize in MPC framework. In this paper, MLD model as a class of hybrid systems used to model intersection traffic control. Then predictive control approach based on MIQP optimization is used to verify the rationality of MLD model. The results of MATLAB simulation show that MLD model with predictive control method can improve intersection traffic control.
引用
收藏
页码:376 / 381
页数:6
相关论文
共 50 条
  • [41] A LOGICAL APPROACH TO KNOWLEDGE BASED CONTROL
    EGILMEZ, K
    KIM, SH
    JOURNAL OF INTELLIGENT MANUFACTURING, 1990, 1 (01) : 59 - 76
  • [42] Model Predictive Cooperative Cruise Control In Mixed Traffic
    Chin, Hyuntai
    Okuda, Hiroyuki
    Tazaki, Yuichi
    Suzuki, Tatsuya
    IECON 2015 - 41ST ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2015, : 3199 - 3205
  • [43] Design and evaluation of actuated four-phase signal control at diamond interchanges
    Lee, Sangsoo
    Lee, Choulki
    Kim, Do-Gyeong
    KSCE JOURNAL OF CIVIL ENGINEERING, 2014, 18 (04) : 1150 - 1159
  • [44] Mechanism and approach of traffic flow predictive control
    Zhou, Yong-Hua
    Zhongguo Gonglu Xuebao/China Journal of Highway and Transport, 2007, 20 (01): : 107 - 111
  • [45] Predictive controller design for electromagnetic suspension based on mixed logical dynamical model
    Huang, Kun
    Zhang, Yongchao
    Yu, Fan
    JOURNAL OF VIBRATION AND CONTROL, 2012, 18 (08) : 1165 - 1176
  • [46] Vehicle height control of electronic air suspension system based on mixed logical dynamical modelling
    Sun XiaoQiang
    Chen Long
    Wang ShaoHua
    Xu Xing
    SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2015, 58 (11) : 1894 - 1904
  • [47] Vehicle height control of electronic air suspension system based on mixed logical dynamical modelling
    SUN XiaoQiang
    CHEN Long
    WANG ShaoHua
    XU Xing
    Science China(Technological Sciences), 2015, 58 (11) : 1894 - 1904
  • [48] Vehicle height control of electronic air suspension system based on mixed logical dynamical modelling
    XiaoQiang Sun
    Long Chen
    ShaoHua Wang
    Xing Xu
    Science China Technological Sciences, 2015, 58 : 1894 - 1904
  • [49] Vehicle height control of electronic air suspension system based on mixed logical dynamical modelling
    SUN XiaoQiang
    CHEN Long
    WANG ShaoHua
    XU Xing
    Science China(Technological Sciences), 2015, (11) : 1894 - 1904
  • [50] Design and Analysis for Backlight Inverter with Four-phase PWM Dimming Control
    Ho, Chien-Yeh
    Lin, Chang-Hua
    Wang, Chien-Ming
    2011 IEEE REGION 10 CONFERENCE TENCON 2011, 2011, : 1321 - 1325