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
  • [1] Fuzzy Logic Based Design of Classical Behaviors for Mobile Robots in ROS Middleware
    Bayar, Veli
    Akar, Bora
    Yayan, Ugur
    Yavuz, H. Serhan
    Yazici, Ahmet
    [J]. 2014 IEEE INTERNATIONAL SYMPOSIUM ON INNOVATIONS IN INTELLIGENT SYSTEMS AND APPLICATIONS (INISTA 2014), 2014, : 162 - 169
  • [2] Implementation of a Fuzzy Logic-Based Embedded System for Temperature Control
    Oltean, Gabriel
    Ivanciu, Laura-Nicoleta
    [J]. 2017 40TH INTERNATIONAL SPRING SEMINAR ON ELECTRONICS TECHNOLOGY (ISSE), 2017,
  • [3] Implementation of Fuzzy Logic Control Based on PLC
    Kocian, Jiri
    Koziorek, Jiri
    Pokorny, Miroslav
    [J]. 2011 IEEE 16TH CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION (ETFA), 2011,
  • [4] Design and Implementation of Fuzzy Logic Control System for Water Quality Control
    Haiyunnisa, Triya
    Alam, Hilman Syaeful
    Salim, Taufik Ibnu
    [J]. PROCEEDINGS OF THE 2017 2ND INTERNATIONAL CONFERENCE ON AUTOMATION, COGNITIVE SCIENCE, OPTICS, MICRO ELECTRO-MECHANICAL SYSTEM, AND INFORMATION TECHNOLOGY (ICACOMIT), 2017, : 98 - 102
  • [5] Fuzzy Logic Implementation for Reactive Power Control in Utility System
    Ramesh, C.
    Rajaram, M.
    Pandian, S. Chenthur
    [J]. INTERNATIONAL REVIEW OF ELECTRICAL ENGINEERING-IREE, 2012, 7 (04): : 5036 - 5042
  • [6] Research On Implementation Of Fuzzy Logic Control Arithmetic Based On FPGA
    He, Yi
    Li, Chang-bin
    Lang, Zhe-yan
    Wu, Ai-guo
    You, Zhou
    [J]. 2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 4608 - 4613
  • [7] Implementation of fuzzy logic in daylighting control
    Cziker, A.
    Chindris, M.
    Miron, A.
    [J]. INES 2007: 11TH INTERNATIONAL CONFERENCE ON INTELLIGENT ENGINEERING SYSTEMS, PROCEEDINGS, 2007, : 195 - +
  • [8] Implementation of an efficient Fuzzy Logic based Information Retrieval System
    Singh, Prabhjot
    Dhawan, Sumit
    Agarwal, Shubham
    Thakur, Narina
    [J]. EAI ENDORSED TRANSACTIONS ON SCALABLE INFORMATION SYSTEMS, 2015, 2 (05): : 1 - 7
  • [9] Design and implementation of a fuzzy logic based power system stabilizer
    Shi, J.
    Herron, L.H.
    Kalam, A.
    [J]. Advances in Modelling & Analysis C: Systems Analysis, Control & Design, 1994, 42 (2-4): : 39 - 52
  • [10] The Control Automation System Method Based on Combined Implementation of Fuzzy Logic and Discrete Automation Systems
    Dintsis, Danil
    Simankov, Vladimir
    [J]. UKSIM-AMSS SEVENTH EUROPEAN MODELLING SYMPOSIUM ON COMPUTER MODELLING AND SIMULATION (EMS 2013), 2013, : 87 - 90