PID Self Tuning Control based on Mamdani Fuzzy Logic Control for Quadrotor Stabilization

被引:1
|
作者
Priyambodo, Tri Kuntoro [1 ,2 ]
Dharmawan, Andi [2 ]
Putra, Agfianto Eko [1 ,2 ]
机构
[1] Univ Gadjah Mada, Aerosp & Aeronaut Elect Res Grp, Yogyakarta, Indonesia
[2] Univ Gadjah Mada, Dept Comp Sci & Elect, Yogyakarta, Indonesia
关键词
Fuzzy; PID; Quadrotor; UAV;
D O I
10.1063/1.4940261
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Quadrotor as one type of UAV have the ability to perform Vertical Take Off and Landing (VTOL). It allows the Quadrotor to be stationary hovering in the air. PID (Proportional Integral Derivative) control system is one of the control methods that are commonly used. It is usually used to optimize the Quadrotor stabilization at least based on the three Eulerian angles (roll, pitch, and yaw) as input parameters for the control system. The three constants of PID can be obtained in various methods. The simplest method is tuning manually. This method has several weaknesses. For example if the three constants are not exact, the resulting response will deviate from the desired result. By combining the methods of PID with fuzzy logic systems where human expertise is implemented into the machine language is expected to further optimize the control system.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Altitude Control of Quadrotor using Fuzzy Self Tuning PID Controller
    Fahmizal
    Surriani, Atikah
    Budiyanto, Ma'un
    Arrofiq, Muhammad
    [J]. 2017 5TH INTERNATIONAL CONFERENCE ON INSTRUMENTATION, CONTROL, AND AUTOMATION (ICA), 2017, : 67 - 72
  • [2] Control of a Quadrotor Using a Smart Self-Tuning Fuzzy PID Controller
    Gautam, Deepak
    Ha, Cheolkeun
    [J]. INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2013, 10
  • [3] A PID and fuzzy logic based method for Quadrotor aircraft control motion
    Tao, Yong
    Xie, Guang
    Chen, Youdong
    Xiong, Hegen
    Liu, Hui
    Zheng, Jiaqi
    Gao, Jinpeng
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2016, 31 (06) : 2975 - 2983
  • [4] Altitude Control for Quadrotor with Mamdani Fuzzy Model
    Raharja, Nia Maharani
    Iswanto
    Wahyunggoro, Oyas
    Cahyadi, Adha Imam
    [J]. 2015 INTERNATIONAL CONFERENCE ON SCIENCE IN INFORMATION TECHNOLOGY (ICSITECH), 2015, : 309 - 314
  • [5] Self-tuning PID Control Design for Quadrotor UAV Based on Adaptive Pole Placement Control
    Yang, Jinpeng
    Cai, Zhihao
    Lin, Qing
    Wang, Yingxun
    [J]. 2013 CHINESE AUTOMATION CONGRESS (CAC), 2013, : 233 - 237
  • [6] Fuzzy logic-based tuning of PID controller to control flexible manipulators
    Sarkhel, Prasenjit
    Banerjee, Nilotpal
    Hui, Nirmal Baran
    [J]. SN APPLIED SCIENCES, 2020, 2 (06)
  • [7] Fuzzy logic-based tuning of PID controller to control flexible manipulators
    Prasenjit Sarkhel
    Nilotpal Banerjee
    Nirmal Baran Hui
    [J]. SN Applied Sciences, 2020, 2
  • [8] Research on Tension Control System Based on Fuzzy Self-tuning PID Control
    Liu Xiao-hui
    Li Xu
    [J]. 2010 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-5, 2010, : 3385 - +
  • [9] PSO-based PID Control Design for the Stabilization of a Quadrotor
    Boubertakh, H.
    Bencharef, S.
    Labiod, S.
    [J]. 2013 3D INTERNATIONAL CONFERENCE ON SYSTEMS AND CONTROL (ICSC), 2013,
  • [10] GUI for fuzzy logic self-tuning PID control and FPD plus I control in a temperature plant
    Bonilla Blanco, Daniel
    Picon Gonzalez, Yoiner
    Duque Suarez, Oscar Manuel
    Araujo Vargas, Jair Elias
    Diaz Rodriguez, Jorge Luis
    Pardo Garcia, Aldo
    [J]. 2023 IEEE COLOMBIAN CONFERENCE ON APPLICATIONS OF COMPUTATIONAL INTELLIGENCE, COLCACI, 2023,