Design and implementation of a hybrid fuzzy logic controller for a quadrotor VTOL vehicle

被引:0
|
作者
Bora Erginer
Erdinç Altuğ
机构
[1] Ford Otosan,Department of Mechanical Engineering
[2] Istanbul Technical University,undefined
关键词
Flight control; fuzzy control; modelling; quadrotor; UAV;
D O I
暂无
中图分类号
学科分类号
摘要
Helicopters have generated considerable interest in both the control community due to their complex dynamics, and in military community because of their advantages over regular aerial vehicles. In this paper, we present the modeling and control of a four rotor vertical take-off and landing (VTOL) unmanned air vehicle known as quadrotor aircraft. This model has been generated using Newton-Euler equations. In order to control the helicopter, classical PD (proportional derivative) and Hybrid Fuzzy PD controllers have been designed. Although fuzzy control of various dynamical systems has been presented in literature, application of this technology to quadrotor helicopter control is quite new. A quadrotor helicopter has nonlinear characteristics where classical control methods are not adequate especially when there are time delays, disturbances and nonlinear vehicle dynamics. On the other hand, Fuzzy control is nonlinear and it is thus suitable for nonlinear system control. Matlab Simulink has been used to test, analyze and compare the performance of the controllers in simulations. For the evaluation of the autonomous flight controllers, some experiments were also performed. For this purpose, an experimental test stand has been designed and manufactured. This study showed that although, both of the classical PD and the Fuzzy PD controllers can control the system properly, the Fuzzy PD controllers performed slightly better than the classical PD controllers, and have benefits such as better disturbance rejection, ease of building the controllers.
引用
收藏
页码:61 / 70
页数:9
相关论文
共 50 条
  • [31] Design and implementation of an H∞ controller for a quadrotor helicopter
    Rich, Matt
    Elia, Nicola
    Jones, Phillip
    2013 21ST MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED), 2013, : 1189 - 1198
  • [32] Implementation of a parallel fuzzy logic controller
    Bowyer, R.S.
    International Conference on Applications of Transputers, 1991,
  • [33] Attitude and position controller design and implementation for a quadrotor
    Mardan, Maziar
    Esfandiari, Masoumeh
    Sepehri, Nariman
    INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2017, 14 (03):
  • [34] Design and Implementation of Fuzzy Logic Controller for Online Computer Controlled Steering System for Navigation of a Teleoperated Agricultural Vehicle
    Kannan, Prema
    Natarajan, Senthil Kumar
    Dash, Subhransu Sekhar
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2013, 2013
  • [35] Design and Implementation of Fuzzy Logic Controller for A Class of Hexapod Mobile Robot
    Najmurrokhman, Asep
    Kusnandar
    Sofyan, Gema Imaduddin
    Djamal, Esmeralda Contessa
    Munir, Achmad
    Wibowo, Bambang H. S. R.
    2018 ELECTRICAL POWER, ELECTRONICS, COMMUNICATIONS, CONTROLS, AND INFORMATICS SEMINAR (EECCIS), 2018, : 269 - 273
  • [36] Design and Implementation of a Single Input Fuzzy Logic Controller for Boost Converters
    Salam, Zainal
    Taeed, Fazel
    Ayob, Shahrin Md.
    JOURNAL OF POWER ELECTRONICS, 2011, 11 (04) : 542 - 550
  • [37] Design and Implementation of Takagi–Sugeno Fuzzy Logic Controller for Shunt Compensator
    Singh A.
    Badoni M.
    Journal of The Institution of Engineers (India): Series B, 2016, 97 (04) : 481 - 491
  • [38] Design and implementation of fuzzy logic based automatic gain controller for EDFAs
    Yucel, Murat
    Goktas, H. Haldun
    Celebi, Fatih V.
    OPTIK, 2014, 125 (18): : 5450 - 5453
  • [39] VLSI design and implementation of a fuzzy logic controller for engine idle speed
    Jin, WW
    Xun, JDZ
    2004: 7TH INTERNATIONAL CONFERENCE ON SOLID-STATE AND INTEGRATED CIRCUITS TECHNOLOGY, VOLS 1- 3, PROCEEDINGS, 2004, : 2067 - 2070
  • [40] Design and Implementation of an Adaptive Fuzzy Logic Speed Controller for SRM Drive
    Saravanan, P.
    Anbuselvi, M.
    2021 7TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENERGY SYSTEMS (ICEES), 2021, : 469 - 474