Fuzzy logic Controller for Autonomous Vehicle Path Tracking

被引:0
|
作者
Allou, Sami [1 ]
Zennir, Youcef [1 ]
Belmeguenai, Aissa [2 ]
机构
[1] Univ 20 Aout, Automat Lab Skikda, Skikda 1955, Algeria
[2] Univ 20 Aout, Elect Lab Skikda, Skikda 1955, Algeria
关键词
Vehicle modeling; Fuzzy logic control approach; simulation;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
this work deals with the problem of path tracking for an electric vehicle which has four electromechanical wheel Systems. A controller based on fuzzy logic sends the speed and the steering instructions to the robot to ensure that the robot follows the trajectory, during the design of this controller the effort was concentrated on the simplicity and efficiency. The processing and response time are very essential factors in the process control, which is what motivated the choices of the structure and the parameters of the different parts of the fuzzy controller. The effectiveness of the proposed trajectory control method are confirmed by numerical simulations.
引用
收藏
页码:328 / 333
页数:6
相关论文
共 50 条
  • [1] AN IMPROVED FUZZY LOGIC CONTROL METHOD FOR PATH TRACKING OF AN AUTONOMOUS VEHICLE
    Yao, L. J.
    Pitla, S. K.
    Zhao, C.
    Liew, C. T.
    Hu, D.
    Yang, Z. D.
    [J]. TRANSACTIONS OF THE ASABE, 2020, 63 (06) : 1895 - 1904
  • [2] Steering fuzzy logic controller for an autonomous vehicle
    Hodge, NE
    Trabia, MB
    [J]. ICRA '99: IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-4, PROCEEDINGS, 1999, : 2482 - 2488
  • [3] A distributed fuzzy logic controller for an autonomous vehicle
    Hodge, NE
    Shi, LZX
    Trabia, MB
    [J]. JOURNAL OF ROBOTIC SYSTEMS, 2004, 21 (10): : 499 - 516
  • [4] A Predictive Controller for Autonomous Vehicle Path Tracking
    Raffo, Guilherme V.
    Gomes, Guilherme K.
    Normey-Rico, Julio E.
    Kelber, Christian R.
    Becker, Leandro B.
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2009, 10 (01) : 92 - 102
  • [5] Lateral guidance of an autonomous vehicle by a Fuzzy Logic Controller
    Zalila, Z
    Bonnay, F
    Coffin, F
    [J]. 1998 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5, 1998, : 1996 - 2001
  • [6] Development of Path Tracking Controller for An Autonomous Tracked Vehicle
    Subari, Muhammad Akhimullah
    Hudha, Khisbullah
    Abd Kadir, Zulkiffli
    Dardin, Syed Mohd Fairuz Syed Mohd
    Amer, Noor Hafizah
    [J]. 2020 16TH IEEE INTERNATIONAL COLLOQUIUM ON SIGNAL PROCESSING & ITS APPLICATIONS (CSPA 2020), 2020, : 126 - 130
  • [7] Autonomous Underwater Vehicle Path Tracking Based on the Optimal Fuzzy Controller with Multiple Performance Indexes
    Tian, Qunhong
    Wang, Tao
    Song, Yuming
    Wang, Yunxia
    Liu, Bing
    [J]. JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 11 (03)
  • [8] Fuzzy PD Controller Based Path Tracking for Autonomous Vehicle under i-VICS
    Pei, Huaxin
    Ding, Jishiyu
    Hu, Jianming
    Zhang, Yi
    [J]. 2019 5TH INTERNATIONAL CONFERENCE ON TRANSPORTATION INFORMATION AND SAFETY (ICTIS 2019), 2019, : 424 - 430
  • [9] Development of a fuzzy logic controller for autonomous forest path navigation
    Canning, JR
    Edwards, DB
    Anderson, MJ
    [J]. TRANSACTIONS OF THE ASAE, 2004, 47 (01): : 301 - 310
  • [10] Fuzzy Controller Design for Autonomous Underwater Vehicles Path Tracking
    Duy Anh Nguyen
    Do Duy Thanh
    Nguyen Tran Tien
    Pham Viet Anh
    [J]. PROCEEDINGS OF 2019 INTERNATIONAL CONFERENCE ON SYSTEM SCIENCE AND ENGINEERING (ICSSE), 2019, : 592 - 598