FUZZY MOTION-BASED CONTROL FOR A BI-STEERABLE MOBILE ROBOT NAVIGATION

被引:0
作者
Azouaoui, O. [1 ]
Ouadah, N. [1 ]
Mansour, I. [1 ]
Semani, A. [1 ]
机构
[1] Ctr Dev Technol Avancees, Algiers, Algeria
来源
2009 6TH INTERNATIONAL SYMPOSIUM ON MECHATRONICS AND ITS APPLICATIONS (ISMA) | 2009年
关键词
Navigation; fuzzy logic; neural networks; mobile robots;
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 paper presents an implementation of a Fuzzy Motion Controller (FMC) to endow the mobile robot Robucar with capability to achieve the action behavior allowing smooth motion generation with intelligence in real-time. The robot state space (velocity and distances) is modeled in discrete intervals leading to linguistic variables. The fuzzy motion control rules are derived and used in a fuzzy inference mechanism to give the final control command to the robot actuators. Simulation and experimental results show FMC capabilities in generating smooth motions, illustrating then its adaptivity and intelligence.
引用
收藏
页码:560 / 565
页数:6
相关论文
共 50 条
  • [41] A Fuzzy Behavior-Based Architecture for Mobile Robot Navigation in Unknown Environments
    Bao Qing-yong
    Li Shun-ming
    Shang Wei-yan
    An Mu-jin
    2009 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, VOL II, PROCEEDINGS, 2009, : 257 - +
  • [42] New technique of mobile robot navigation using a hybrid adaptive fuzzy potential field approach
    McFetridge, L
    Ibrahim, MY
    COMPUTERS & INDUSTRIAL ENGINEERING, 1998, 35 (3-4) : 471 - 474
  • [43] Mobile Robot Neuro-fuzzy Navigation Based VSLAM Features Learning
    Mattar, Ebrahim
    AlMutib, Khalid
    AlSulaiman, Mansour
    Ramdane, Hajar
    2017 9TH IEEE-GCC CONFERENCE AND EXHIBITION (GCCCE), 2018, : 132 - 137
  • [44] Fuzzy situation based navigation of autonomous mobile robot using reinforcement learning
    Guanlao, R
    Musilek, P
    Ahmed, F
    Kaboli, A
    NAFIPS 2004: ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY, VOLS 1AND 2: FUZZY SETS IN THE HEART OF THE CANADIAN ROCKIES, 2004, : 820 - 825
  • [45] Optimised fuzzy logic controller for a mobile robot navigation
    Jallouli, M.
    Rekik, C.
    Chtourou, M.
    Derbel, N.
    INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2010, 9 (04) : 400 - 408
  • [46] Fuzzy reactive navigation of mobile robot in unknown environments
    1600, Acta Press, Building B6, Suite 101, 2509 Dieppe Avenue S.W., Calgary, AB, T3E 7J9, Canada (29):
  • [47] Z-Number-Based Fuzzy Logic Approach for Mobile Robot Navigation
    Khan, Osama Ali
    Kunwar, Faraz
    Khan, Umar Shahbaz
    Jabbar, Hamid
    IEEE ACCESS, 2023, 11 : 131979 - 131997
  • [48] Adaptive Navigation and Motion Planning for a Mobile Track Robot
    Sudantha, B. H.
    Surnathipala, K. A. S. N.
    Prernachandra, C.
    Warnakulasooriya, K. M. H. K.
    Elvitigala, C. S.
    Jayasuriya, Y. P.
    2017 JOINT 17TH WORLD CONGRESS OF INTERNATIONAL FUZZY SYSTEMS ASSOCIATION AND 9TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS (IFSA-SCIS), 2017,
  • [49] A sensor-based navigation algorithm for a mobile robot using fuzzy logic
    Yang, X.
    Moallem, M.
    Patel, R. V.
    INTERNATIONAL JOURNAL OF ROBOTICS & AUTOMATION, 2006, 21 (02) : 129 - 140
  • [50] Practical adaptive navigation and control of a mobile robot using neuro-fuzzy systems
    Nefti, S
    Pontnau, J
    Soufian, M
    Djouani, K
    Soufian, M
    ADAPTIVE SYSTEMS IN CONTROL AND SIGNAL PROCESSING 1998, 2000, : 65 - 70