A practical fuzzy logic controller for sumo robot competition

被引:0
|
作者
Erdem, Hamit [1 ]
机构
[1] Baskent Univ, TR-06530 Ankara, Turkey
关键词
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 describes the design of fuzzy logic based sumo wrestling robot. The designed robot has a simple control algorithm and single fuzzy microcontroller is used in hardware implementation. The designed robot meets the specifications needed to compete in a sumo robot competition. The main difference of the designed system with earlier sumo robots is in control algorithms. A simple fuzzy logic controller is developed for detection and tracking of opponent in competition ring. Three infrared (IR) sharp sensors are used for target detection. Fuzzy microcontroller fuses the sensor data's and provides the necessary control signal to motors for heading robot toward the opponent. The fuzzy rules were optimized for the best results possible in software which are loaded in fuzzy controller. The implemented control algorithm shows better performance and executes the opponent detection algorithm in less time in comparison with conventional sumo robot algorithm. Design procedure and experimental results are presented to show the performance of the intelligent controller in designed system.
引用
收藏
页码:217 / 225
页数:9
相关论文
共 50 条
  • [41] Navigation Control of Ackermann Steering Robot Using Fuzzy Logic Controller
    Lin, Cheng-Jian
    Chang, Ming -Yu
    Tang, Kuang-Hui
    Huang, Chuan-Kuei
    SENSORS AND MATERIALS, 2023, 35 (03) : 781 - 794
  • [42] Design of a Fuzzy Logic Controller for a Mobile Robot Tracking a Moving Target
    Benbouabdallah, Karim
    Zhu Qi-dan
    PROCEEDINGS OF 2012 2ND INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT 2012), 2012, : 634 - 638
  • [43] DESIGN OF A FUZZY LOGIC CONTROLLER FOR A 2-DOF ROBOT MANIPULATOR
    Ayas, Mustafa Sinasi
    Danayiyen, Yahya
    Altas, Ismail Hakki
    2013 INTERNATIONAL CONFERENCE ON ELECTRONICS, COMPUTER AND COMPUTATION (ICECCO), 2013, : 265 - 268
  • [44] Autonomous Navigation for a Dynamical Hexapod Robot using Fuzzy Logic Controller
    Ibrahim, Mohd Tarmizi
    Hanafi, Dirman
    Ghoni, Ruzlaini
    INTERNATIONAL CONFERENCE ON MODELLING OPTIMIZATION AND COMPUTING, 2012, 38 : 330 - 341
  • [45] Fuzzy Logic Controller Design for Leader-Follower Robot Navigation
    Dewi, Tresna
    Wijanarko, Yudi
    Risma, Pola
    Oktarina, Yurni
    2018 5TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING, COMPUTER SCIENCE AND INFORMATICS (EECSI 2018), 2018, : 298 - 303
  • [46] Optimal trajectory of a mobile robot using hierarchical fuzzy logic controller
    Rekik, Chokri
    Jallouli, Mohamed
    Derbel, Nabil
    INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS IN TECHNOLOGY, 2016, 53 (04) : 348 - 357
  • [47] Evolutionary Design of Fuzzy Logic Based Position Controller for Mobile Robot
    Lacevic, Bakir
    Velagic, Jasmin
    JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2011, 63 (3-4) : 595 - 614
  • [48] Evolutionary Design of Fuzzy Logic Based Position Controller for Mobile Robot
    Bakir Lacevic
    Jasmin Velagic
    Journal of Intelligent & Robotic Systems, 2011, 63 : 595 - 614
  • [49] Fuzzy Logic Controller for Bidirectional Garaging of a Differential Drive Mobile Robot
    Mitrovic, Srdan T.
    Durovic, Zeljko M.
    ADVANCED ROBOTICS, 2010, 24 (8-9) : 1291 - 1311
  • [50] FUZZY LOGIC CONTROLLER FOR SEAM TRACKING OF ARC-WELDING ROBOT
    高向东
    黄石生
    华南理工大学学报(自然科学版), 1998, (11) : 185 - 190