PSO-based PID Control Design for the Stabilization of a Quadrotor

被引:0
|
作者
Boubertakh, H. [1 ]
Bencharef, S. [1 ]
Labiod, S. [1 ]
机构
[1] Univ Jijel, Lab Automat Jijel LAJ, Oouled Aissa 18000, Algeria
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we propose a Particle Swarm Optimization (PSO) method to design decentralized PID controllers. The proposed method is used for the stabilization of a quadrotor. That is, without loss of generality, four decentralized PD controllers are used in order to stabilize the quadrotor angles and height. A PSO algorithm is used to tune simultaneously the parameters of the four controllers against a square error (SE) cost function which quantifies the whole system performance compared to its desired behavior. Some simulation results are presented to show the efficiency of the method.
引用
收藏
页数:4
相关论文
共 50 条
  • [1] PSO-based robust PID control for flexible manipulator systems
    Elkaranshway, H. A.
    Bayoumi, E. H. E.
    Soliman, H. M.
    [J]. INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2011, 14 (1-2) : 1 - 12
  • [2] Fuzzy and PSO-Based PID Controller for a Hybrid Autogyro Attitude Control
    Hou, Jiajia
    Cai, Zhihao
    Zhao, Jiang
    Wang, Yingxun
    Liu, Ningjun
    Song, Ziwei
    [J]. 2017 11TH ASIAN CONTROL CONFERENCE (ASCC), 2017, : 2160 - 2165
  • [3] Development of PSO-based PID Tuning Method
    Oi, Akihiro
    Nakazawa, Chikashi
    Matsui, Tetsuro
    Fujiwara, Hiroe
    Matsumoto, Kouji
    Nishida, Hideyuki
    Ando, Jun
    Kawaura, Masato
    [J]. 2008 INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS, VOLS 1-4, 2008, : 1622 - +
  • [4] A PSO-Based Optimum Design of PID Controller for a Linear Brushless DC Motor
    Nasri, Mehdi
    Nezamabadi-Pour, Hossein
    Maghfoori, Malihe
    [J]. PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 20, 2007, 20 : 211 - +
  • [5] PSO-BASED PID CONTROLLER DESIGN FOR SHIP COURSE-KEEPING AUTOPILOT
    Dlabac, Tatijana
    Calasan, Martin
    Krcum, Maja
    Marvucic, Nikola
    [J]. BRODOGRADNJA, 2019, 70 (04): : 1 - 15
  • [6] PSO-Based PID Controller Design for Unwinding Tension System of Web Press
    Yang, Mei
    Zhang, Shaoru
    [J]. PROCEEDINGS OF THE 2018 13TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2018), 2018, : 1399 - 1403
  • [7] Intelligent PSO-based PDs/PIDs controllers for an unmanned quadrotor
    El Gmili, Nada
    Mjahed, Mostafa
    El Kari, Abdeljalil
    Ayad, Hassan
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT ENGINEERING INFORMATICS, 2018, 6 (06) : 548 - 568
  • [8] Quadrotor Based Arduino Design Using PID Control
    Meslouli, Ismat
    Cherigui, Nasreddine
    Sedini, Chahrazed
    Choukchou-Braham, Amal
    Cherki, Brahim
    [J]. 2019 3RD INTERNATIONAL CONFERENCE ON APPLIED AUTOMATION AND INDUSTRIAL DIAGNOSTICS (ICAAID 2019), 2019,
  • [9] A PSO-based adaptive fuzzy PID-controllers
    Chiou, Juing-Shian
    Tsai, Shun-Hung
    Liu, Ming-Tang
    [J]. SIMULATION MODELLING PRACTICE AND THEORY, 2012, 26 : 49 - 59
  • [10] PSO Based PID Controller for Quadrotor with Virtual Sensor
    Nazaruddin, Yul Y.
    Andrini, Angela Dian
    Anditio, Boby
    [J]. IFAC PAPERSONLINE, 2018, 51 (04): : 358 - 363