The Identification Method of Robot Actuator Parameters

被引:0
|
作者
Laray, Alexander [1 ,2 ]
Yukhimets, Dmitry [1 ,2 ]
机构
[1] RAS, FEB, Inst Automat & Control Proc, Robot Lab, Vladivostok 690041, Russia
[2] Far Eastern Fed Univ, Dept Automat & Control, Vladivostok 690000, Russia
来源
2015 15TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS) | 2015年
关键词
identification; dynamics; robot actuators; least mean square; nonlinear model;
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
During the synthesis of control systems of movement of various robotic objects (wheeled robots, unmanned aerial vehicles (UAVs), underwater robots) the dynamics of their actuators play important role. The dynamics of these actuators affects significantly to the accuracy of the control system. The paper proposes an approach to the identification of the dynamic model of actuators of mobile robots illustrated by the UAV propeller as example. The feature of the proposed method is to use the method of least mean squares (LMS) to identify the parameters of nonlinear dynamic objects. The results of experimental research for the actuator of the UAV are presented in paper.
引用
收藏
页码:1624 / 1628
页数:5
相关论文
共 50 条
  • [21] A method of robot parameters rapid error compensation for online flexible measurement system
    Liu Changjie
    Zhang Zhongkai
    Chen Yiwei
    FOURTH INTERNATIONAL SEMINAR ON MODERN CUTTING AND MEASUREMENT ENGINEERING, 2011, 7997
  • [22] Shrinked-Space Search Method for LVCTs Parameters Identification
    Moumouni, Moussa Ibrahim
    Malhame, Roland
    Agbossou, Kodjo
    Henao, Nilson
    Nagarsheth, Shaival H.
    Delcroix, Benoit
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2024, 71 (10) : 12911 - 12921
  • [23] Novel Time Method of Identification of Fractional Model Parameters of Supercapacitor
    Lewandowski, Miroslaw
    Orzylowski, Marek
    ENERGIES, 2020, 13 (11)
  • [24] Spacecraft Inertial Parameters Identification Method Based on Adhesion Excitation
    Ma W.-H.
    Yuan D.-Z.
    Meng S.-Y.
    Luo J.-J.
    Yuhang Xuebao/Journal of Astronautics, 2019, 40 (10): : 1197 - 1204
  • [25] Covariance Analysis of the Estimated Markov Parameters in a Subspace Identification Method
    Ikeda, Kenji
    Tanaka, Hideyuki
    IFAC PAPERSONLINE, 2024, 58 (15): : 408 - 413
  • [26] Dynamic characteristics identification of aircraft engine by method of trial parameters
    Royzman, VP
    Fomenchenko, G
    IMAC-XVIII: A CONFERENCE ON STRUCTURAL DYNAMICS, VOLS 1 AND 2, PROCEEDINGS, 2000, 4062 : 885 - 890
  • [27] IDENTIFICATION OF IN-LINE ELECTRIC ACTUATOR
    Ostaszewski, Michal
    Siemieniako, Franciszek
    PROCEEDINGS OF THE 2013 14TH INTERNATIONAL CARPATHIAN CONTROL CONFERENCE (ICCC), 2013, : 280 - 283
  • [28] Dynamic Identification of the KUKA LBR iiwa Robot With Retrieval of Physical Parameters Using Global Optimization
    Xu, Tian
    Fan, Jizhuang
    Chen, Yiwen
    Ng, Xianyao
    Ang, Marcelo H., Jr.
    Fang, Qianqian
    Zhu, Yanhe
    Zhao, Jie
    IEEE ACCESS, 2020, 8 : 108018 - 108031
  • [29] Identification of robot's inertial parameters based on 6-axis wrist force sensor
    Gan, FJ
    Liu, ZS
    Wen, L
    Wang, Y
    PROCEEDINGS OF THE SECOND INTERNATIONAL SYMPOSIUM ON INSTRUMENTATION SCIENCE AND TECHNOLOGY, VOL 1, 2002, : 754 - 759
  • [30] Design, dynamics, and identification of a flexible joint robot manipulator
    Massoud, AT
    ElMaraghy, HA
    INTERNATIONAL JOURNAL OF ROBOTICS & AUTOMATION, 1996, 11 (01): : 22 - 35