Fuzzy Logic Based Control System Implementation in ROS Middleware

被引:0
|
作者
Bayar, Veli [1 ]
Akar, Bora [1 ]
Yayan, Ugur [1 ]
Yavuz, H. Serhan [1 ]
Yazici, Ahmet [2 ]
机构
[1] Eskisehir Osmangazi Univ, Elekt Elekt Muhendisligi Bolumu, Eskisehir, Turkey
[2] Eskisehir Osmangazi Univ, Bilgisayar Muhendisligi Bolumu, Eskisehir, Turkey
关键词
Intelligent Wheelchair; Fuzzy Control; ROS; Goal Reaching; Obstacle Avoidance; Gazebo; Localization Systems; Mobile Robots;
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
Autonomous mobile vehicles are used in many areas. These vehicles are supposed to realize correct robotic behaviors in respect of the application type. Classical robot control/decision mechanisms can give imperfect results due to sensor compensation errors or calculation costs. Fuzzy logic, in some cases, can be used to overcome these problems. In this study, we have designed a robot control system which consists of two fuzzy inference systems to realize goal reaching and obstacle avoidance behaviors. The system has been implemented on Robot Operating System (ROS) which runs on Ubuntu 12.04 OS. We have tested the system under Gazebo simulation platform on the Aka Tekerlekli Sandalye (ATEKS) model and obtained satisfactory results.
引用
收藏
页码:614 / 617
页数:4
相关论文
共 50 条
  • [31] Fuzzy logic based load frequency control of power system
    Jasmine, G. Sophia
    Mary, D. Magdalin
    Thenmalar, K.
    [J]. MATERIALS TODAY-PROCEEDINGS, 2021, 45 : 8170 - 8175
  • [32] Fuzzy Logic Based Traffic Control System in Bilecik Province
    Karakuzu, Cihan
    Topal, Emin
    [J]. 2019 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ENGINEERING (UBMK), 2019, : 255 - 260
  • [33] Control System of Train Speed Based on Fuzzy Logic Controller
    Utomo, Reza Dwi
    Sumardi
    Widianto, Eko Didik
    [J]. 2015 2ND INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY, COMPUTER, AND ELECTRICAL ENGINEERING (ICITACEE), 2015, : 256 - 261
  • [34] TLCSBFL: A traffic lights control system based on fuzzy logic
    [J]. 1600, Science and Engineering Research Support Society (07):
  • [35] Advanced Fuzzy Logic Based Admission Control for UMTS System
    Kejik, Petr
    Hanus, Stanislav
    Blumenstein, Jiri
    [J]. RADIOENGINEERING, 2010, 19 (04) : 672 - 677
  • [36] The Research of Steer by Wire System based on Fuzzy Logic Control
    Geng Shu-fang
    Peng Qing-feng
    Wang Li-fang
    [J]. RECENT TRENDS IN MATERIALS AND MECHANICAL ENGINEERING MATERIALS, MECHATRONICS AND AUTOMATION, PTS 1-3, 2011, 55-57 : 780 - +
  • [37] Microcontroller based fuzzy logic sevofluorane anesthesia control system
    Yardimci, A.
    Ferikoglu, A.
    Hadimioglu, N.
    [J]. COMPUTATIONAL INTELLIGENCE: THEORY AND APPLICATIONS, PROCEEDINGS, 2001, 2206 : 137 - 147
  • [38] A Fuzzy Logic Based Visual Servo Control System For Quadrotors
    Yuksel, Tolga
    Isikli Esener, Idil
    [J]. 2018 26TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2018,
  • [39] Altitude Control System of Autonomous Airship Based on Fuzzy Logic
    Guo Jian-guo
    Zhou Jun
    [J]. 2008 2ND INTERNATIONAL SYMPOSIUM ON SYSTEMS AND CONTROL IN AEROSPACE AND ASTRONAUTICS, VOLS 1 AND 2, 2008, : 157 - 160
  • [40] Fuzzy logic based flight control system for hypersonic transporter
    Zhou, ZQ
    Lin, CF
    Burken, J
    [J]. PROCEEDINGS OF THE 36TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-5, 1997, : 2730 - 2735