Design of the Fuzzy Controller based on Oscillator Networks for a Quadruped Robot

被引:0
|
作者
Li, Xun [1 ]
Wang, Wei [1 ]
Li, Bin [1 ]
Wang, Yanjun [1 ]
Yang, Yiping [1 ]
机构
[1] Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China
关键词
Oscillator Networks; Quadruped Robot; Fuzzy Controller;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper proposed a fuzzy control system based on oscillator networks for the locomotion control of the quadruped robot whose legs have no yaw freedom. The oscillator networks are used to generate stable, synchronized leg gait signal for the locomotion of the robot. The fuzzy controller is introduced to tune the parameters of the oscillator networks for generating adaptive leg motion curve for the out-door environments. The fuzzy controller consist four adaptive fuzzy rules sets to deal with the different out-door environments, respectively. The effectiveness of the proposed approach is examined in a virtual environment by computer simulations.
引用
收藏
页码:695 / 699
页数:5
相关论文
共 50 条
  • [21] Design of quadruped robot based neural network
    Sun, Lei
    Meng, Max Q. -H.
    Chen, Wanming
    Liang, Huawei
    Mei, Tao
    [J]. ADVANCES IN NEURAL NETWORKS - ISNN 2007, PT 1, PROCEEDINGS, 2007, 4491 : 843 - +
  • [22] The design of the quadruped robot
    Shi, Junrui
    [J]. ENGINEERING SOLUTIONS FOR MANUFACTURING PROCESSES IV, PTS 1 AND 2, 2014, 889-890 : 1159 - 1164
  • [23] Design of robot controller based on evolutionary algorithms and neural networks
    Avdagic, Z
    Konjicija, S
    [J]. 6TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL XII, PROCEEDINGS: INDUSTRIAL SYSTEMS AND ENGINEERING II, 2002, : 548 - 553
  • [24] Design of Fuzzy Based Intelligent Controller for Autonomous Mobile Robot Navigation
    Adhvaryu, Aniket D.
    Adarsh, S.
    Ramchandran, K. I.
    [J]. 2017 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2017, : 841 - 846
  • [25] The Design of Artificial Intelligence Robot Based on Fuzzy Logic Controller Algorithm
    Zuhrie, M. S.
    Munoto
    Hariadi, E.
    Muslim, S.
    [J]. 2ND INTERNATIONAL CONFERENCE ON VOCATIONAL EDUCATION AND ELECTRICAL ENGINEERING (ICVEE), 2018, 336
  • [26] Evolutionary Design of Fuzzy Logic Based Position Controller for Mobile Robot
    Bakir Lacevic
    Jasmin Velagic
    [J]. Journal of Intelligent & Robotic Systems, 2011, 63 : 595 - 614
  • [27] Fuzzy knowledge-based controller design for autonomous robot navigation
    Montaner, MB
    Ramirez-Serrano, A
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 1998, 14 (1-2) : 179 - 186
  • [28] Evolutionary Design of Fuzzy Logic Based Position Controller for Mobile Robot
    Lacevic, Bakir
    Velagic, Jasmin
    [J]. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2011, 63 (3-4) : 595 - 614
  • [29] Heuristic design of a fuzzy controller for a flexible robot
    Green, A
    Sasiadek, JZ
    [J]. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2006, 14 (02) : 293 - 300
  • [30] Design of Adaptive Fuzzy Controller for a Robot gripper
    Pushpalatha, D. V.
    Sudha, K. R.
    Devi, A. Satya
    [J]. 2009 INTERNATIONAL CONFERENCE ON ADVANCES IN RECENT TECHNOLOGIES IN COMMUNICATION AND COMPUTING (ARTCOM 2009), 2009, : 254 - +