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
  • [41] Fuzzy logic mobile robot velocity control for autonomous navigation
    Baklouti, Emna
    Jallouli, Mohamed
    Ben Amor, Nader
    2015 15TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS (ISDA), 2015, : 69 - 73
  • [42] Development of an adaptive fuzzy logic based control law for a mobile robot with an uncalibrated camera system
    Das, T
    Kar, IN
    PATTERN RECOGNITION AND MACHINE INTELLIGENCE, PROCEEDINGS, 2005, 3776 : 325 - 331
  • [43] Hybrid fault adaptive control of a wheeled mobile robot
    Ji, M
    Zhang, Z
    Biswas, G
    Sarkar, N
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2003, 8 (02) : 226 - 233
  • [44] Performance enhancement of unfalsified adaptive control strategy using fuzzy logic
    Habibi, S., I
    Khaki-Sedigh, A.
    Manzar, M. N.
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2019, 50 (15) : 2752 - 2763
  • [45] Adaptive Antenna using Fuzzy Logic Control
    Gupta, Nisha
    Reddy, A. Lakshmi Narayana
    2007 IEEE APPLIED ELECTROMAGNETICS CONFERENCE, 2007, : 29 - 32
  • [46] Performance of Hybrid Electric Vehicle Using Arithmetic Fuzzy Logic Control
    Wahsh, S.
    Nashed, M. N. F.
    Hamed, H. G.
    Dakrory, T.
    2009 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS 1-7, CONFERENCE PROCEEDINGS, 2009, : 2113 - +
  • [47] Robot localization performance using different SLAM approaches in a homogeneous indoor environment
    Zarrabi, Navid
    Fesharakifard, Rasul
    Menhaj, Mohammad Bagher
    2019 7TH INTERNATIONAL CONFERENCE ON ROBOTICS AND MECHATRONICS (ICROM 2019), 2019, : 338 - 344
  • [48] Intelligent Control of an Autonomous Mobile Robot using Type-2 Fuzzy Logic
    Astudillo, Leslie
    Castillo, Oscar
    Melin, Patricia
    Alanis, Arnulfo
    Soria, Jose
    Aguilar, Luis T.
    ENGINEERING LETTERS, 2006, 13 (02)
  • [49] Mobile robot path planning and tracking using simulated annealing and fuzzy logic control
    Martínez-Alfaro, H
    Gómez-García, S
    EXPERT SYSTEMS WITH APPLICATIONS, 1998, 15 (3-4) : 421 - 429
  • [50] Mobile robot path planning and tracking using simulated annealing and fuzzy logic control
    ITESM, Centro de Inteligencia Artificial, Ave E. Garza Sada 2501, Monterrey, NL 64849, Mexico
    Expert Sys Appl, 3-4 (421-429):