Implementation of autonomous fuzzy garage-parking control by an FPGA-based car-like mobile robot using infrared sensors

被引:0
作者
Li, THS [1 ]
Chang, SJ [1 ]
Chen, YX [1 ]
机构
[1] Natl Cheng Kung Univ, Dept Elect Engn, Lab IC2S, Tainan 70101, Taiwan
来源
2003 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-3, PROCEEDINGS | 2003年
关键词
car-like mobile robot; fuzzy logic control; FPGA; fuzzy garage parking control; real-time implementation;
D O I
暂无
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
In this paper, the concepts of car maneuvers, fuzzy logic control (FLC), and sensor-based behavior are merged to implement the human-like driving skills in the garage-parking task by an autonomous car-like mobile robot (CLMR). We decompose the garage-parking control into bur modes to synthesize the fuzzy garage parking control (FGPC). Computer simulation results illustrate the effectiveness of the proposed control schemes. The setup of the CLMR is provided, where the FGPC is implemented on a field-programmable gate array (FPGA) chip. Finally, the real-time experiments of the FPGA-based CLMR for the garage-parking task demonstrate the feasibility in a practical car maneuvering.
引用
收藏
页码:3776 / 3781
页数:6
相关论文
共 11 条
  • [1] ARROYABE JL, 2000, P 26 ANN C IEEE IND, V3, P1503
  • [2] Design and implementation of fuzzy parallel-parking control for a car-type mobile robot
    Chang, SJ
    Li, THS
    [J]. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2002, 34 (02) : 175 - 194
  • [3] Daxwanger W.A, 1995, IEEE INT C SYST MAN, V2, P1659
  • [4] Jiang K, 1999, ICRA '99: IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-4, PROCEEDINGS, P311, DOI 10.1109/ROBOT.1999.769997
  • [5] An implementation of fuzzy logic controller on the reconfigurable FPGA system
    Kim, D
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2000, 47 (03) : 703 - 715
  • [6] A MOTION PLANNER FOR NONHOLONOMIC MOBILE ROBOTS
    LAUMOND, JP
    JACOBS, PE
    TAIX, M
    MURRAY, RM
    [J]. IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1994, 10 (05): : 577 - 593
  • [7] New techniques for genetic development of a class of fuzzy controllers
    Leitch, D
    Probert, PJ
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, 1998, 28 (01): : 112 - 123
  • [8] NONHOLONOMIC MOTION PLANNING - STEERING USING SINUSOIDS
    MURRAY, RM
    SASTRY, SS
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1993, 38 (05) : 700 - 716
  • [9] OHKITA M, 1993, SECOND IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1 AND 2, P327, DOI 10.1109/FUZZY.1993.327441
  • [10] Paromtchik IE, 1996, IEEE INT CONF ROBOT, P3117, DOI 10.1109/ROBOT.1996.509186