LAMDA Controller Applied to the Trajectory Tracking of an Aerial Manipulator

被引:7
|
作者
Andaluz, Gabriela M. [1 ,2 ]
Morales, Luis [3 ]
Leica, Paulo [3 ]
Andaluz, Victor H. [4 ]
Palacios-Navarro, Guillermo [2 ]
机构
[1] Univ Int Ecuador, Escuela Ingn Mecatron, Quito 170411, Ecuador
[2] Univ Zaragoza, Dept Elect Engn & Commun, Teruel 44003, Spain
[3] Escuela Politec Nacl, Dept Automatizac & Control, Quito 170517, Ecuador
[4] Univ Fuerzas Armadas ESPE, Dept Elect & Elect, Sangolqui 171103, Ecuador
来源
APPLIED SCIENCES-BASEL | 2021年 / 11卷 / 13期
关键词
aerial manipulator; inverse dynamics; kinematic; LAMDA; trajectory tracking; SMC; fuzzy; multivariable; ALGORITHM;
D O I
10.3390/app11135885
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
In this work, a novel LAMDA (Learning Algorithm for Multivariable Data Analysis) control strategy for trajectory tracking for an aerial manipulator is presented. Four control strategies are developed: Kinematic, Inverse Dynamics, Sliding Mode (SMC), and LAMDA. These are compared with each other in order to verify their performance to fulfill the control objective. Experimental tests were also carried out to validate the developed controllers. In addition, a study of stability has been also performed for all the controllers. The results obtained by the LAMDA controller demonstrated the good performance of the controller in the aerial manipulator robot. To the best of our knowledge, this is the first time a LAMDA controller has been applied to an aerial robotic manipulator.
引用
收藏
页数:21
相关论文
共 50 条
  • [1] LAMDA Control Approaches Applied to Trajectory Tracking for Mobile Robots
    Morales, L.
    Herrera, M.
    Camacho, O.
    Leica, P.
    Aguilar, J.
    [J]. IEEE ACCESS, 2021, 9 : 37179 - 37195
  • [2] A descentralized approach for the aerial manipulator trajectory tracking
    Tlatelpa-Osorio, Yarai E.
    Rodriguez-Cortes, H.
    Acosta, J. A.
    [J]. 2020 INTERNATIONAL CONFERENCE ON UNMANNED AIRCRAFT SYSTEMS (ICUAS'20), 2020, : 504 - 511
  • [3] A decentralized approach for the aerial manipulator robust trajectory tracking
    Tlatelpa-Osorio, Yarai Elizabeth
    Rodriguez-Cortes, Hugo
    Acosta, J. A.
    [J]. PLOS ONE, 2024, 19 (03):
  • [4] Trajectory tracking controller design for manipulator with variable loads
    Zhao, Xing-Qiang
    Liu, Zhen
    Zhu, Quan-Min
    [J]. Kongzhi Lilun Yu Yingyong/Control Theory and Applications, 2024, 41 (04): : 738 - 744
  • [5] An Improved Iterative Learning Controller for Trajectory Tracking of Manipulator
    Liu, Xiaofeng
    Zhang, Haitao
    Zhang, Sen
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION, 2015, : 1305 - 1309
  • [6] Design of a fuzzy trajectory tracking controller for a mobile manipulator system
    Chia-Wen Chang
    Chin-Wang Tao
    [J]. Soft Computing, 2024, 28 (6) : 5197 - 5211
  • [7] Design of a fuzzy trajectory tracking controller for a mobile manipulator system
    Chang, Chia-Wen
    Tao, Chin-Wang
    [J]. SOFT COMPUTING, 2024, 28 (06) : 5197 - 5211
  • [8] Trajectory Tracking Control of an Aerial Manipulator in the Presence of Disturbances and Model Uncertainties
    Pedrocco, Mattia
    Pasetto, Alberto
    Fanti, Giulio
    Benato, Alberto
    Cocuzza, Silvio
    [J]. APPLIED SCIENCES-BASEL, 2024, 14 (06):
  • [9] A composite controller for trajectory tracking applied to the Furuta pendulum
    Aguilar-Avelar, Carlos
    Moreno-Valenzuela, Javier
    [J]. ISA TRANSACTIONS, 2015, 57 : 286 - 294
  • [10] Decentralized nonlinear three-term controller for manipulator trajectory tracking
    Tarokh, M
    [J]. 1996 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, PROCEEDINGS, VOLS 1-4, 1996, : 3683 - 3688