Adaptive Control Performance of a Mobile Robot Using Hybrid of SLAM and Fuzzy Logic control in Indoor Environment

被引:0
|
作者
Suwannakom, Anantachai [1 ]
机构
[1] Naresuan Univ, Fac Sci, Dept Phys, Phitsanulok, Thailand
关键词
mobile robot; fuzzy logic; SLAM; LOCALIZATION;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents an adaptive mobile robot system for assistance in indoor laboratory environment. The main system composes of two tasks: a low-level task which is controlled by DSPIC 16 bit microprocessor for controlling the motion of four omni wheel direction's mobile robot and arm robot as grabber, and a high level task controlled by Raspberry Pi with Arch Linux Arm in use autonomously explores the environment, build an appropriate map and localize itself relative to this real laboratory room map. The validation of the program shows that the mobile robot can be guided to move along the specific direction with high accuracy using the simultaneous localization, and mapping (SLAM) combined with the fuzzy logic technique as autonomous map building.
引用
收藏
页数:4
相关论文
共 50 条
  • [21] Speed Control of a Mobile Robot Using Neural Networks and Fuzzy Logic
    Harb, Moufid
    Abielmona, Rami
    Petriu, Emil
    IJCNN: 2009 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1- 6, 2009, : 1346 - 1352
  • [22] A Hierarchical Fuzzy Control Design for Indoor Mobile Robot
    Abdessemed, Foudil
    Faisal, Mohammed
    Emmadeddine, Muhammed
    Hedjar, Ramdane
    Al-Mutib, Khalid
    Alsulaiman, Mansour
    Mathkour, Hassan
    INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2014, 11
  • [23] Intelligent Optimization of Adaptive Dynamic Window Approach for Mobile Robot Motion Control Using Fuzzy Logic
    Abubakr, Omer Ali
    Jaradat, Mohammad A. A.
    Abdel-Hafez, Mamoun F. F.
    IEEE ACCESS, 2022, 10 : 119368 - 119378
  • [24] Indoor mobile robot control for environment information gleaning
    Manolov, O
    Noikov, S
    Bison, P
    Trainito, G
    PROCEEDINGS OF THE IEEE INTELLIGENT VEHICLES SYMPOSIUM 2000, 2000, : 602 - 607
  • [25] Speed control of an autonomous mobile robot - Comparison between a PID control and a control using fuzzy logic
    Silveira, P.E.
    De Souza Jr., R.
    Biazotto, V.M.
    Revista Brasileira de Ciencias Mecanicas/Journal of the Brazilian Society of Mechanical Sciences, 2002, 24 (02): : 127 - 129
  • [26] Fuzzy logic supervised teleoperation control for mobile robot
    Nasir, Rahman
    Huang, Qiang
    Li, Jing-Tao
    Zeng, Zhi
    Li, Ke-Jie
    Journal of Beijing Institute of Technology (English Edition), 2008, 17 (04): : 445 - 450
  • [27] Fuzzy Logic Supervised Teleoperation Control for Mobile Robot
    RAHMAN Nasir
    黄强
    李京涛
    曾直
    李科杰
    Journal of Beijing Institute of Technology, 2008, 17 (04) : 445 - 450
  • [28] Trajectory planning and control of multiple mobile robot using hybrid MKH-fuzzy logic controller
    Kumar, Saroj
    Parhi, Dayal R.
    ROBOTICA, 2022, 40 (11) : 3952 - 3975
  • [29] A Study on Obstacle Avoidance for Mobile Robot Based on Fuzzy Logic Control and Adaptive Rotation
    Wen, Sufang
    Wang, Lin
    PROCEEDINGS OF THE 10TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2012), 2012, : 753 - 757
  • [30] Adaptive-fuzzy logic control of robot manipulators
    Commuri, S
    Lewis, FL
    1996 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, PROCEEDINGS, VOLS 1-4, 1996, : 2604 - 2609