A Trajectory Tracking Controller With Dynamic Gains for Mobile Robots

被引:0
|
作者
Resende, Cassius Z. [1 ]
Espinosa, F. [2 ]
Bravo, I. [2 ]
Sarcinelli-Filho, Mario [1 ]
Bastos-Filho, Teodiano F. [1 ]
机构
[1] Univ Fed Espirito Santo, Dept Elect Engn, Av Fernando Ferrari 514, BR-29075910 Vitoria, ES, Brazil
[2] Univ Alcala de Henares, Dept Elect, E-28871 Madrid, Spain
关键词
FUZZY CONTROL; STABILITY; SYSTEMS; DESIGN;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a new fuzzy controller for trajectory tracking for unicycle-like mobile robots, represented by a Takagi-Sugeno fuzzy model. Such controller allows setting different gains for the controller, according to the values of the velocity of the trajectory and the values of the tracking error. The noise inherent to the robot odometry is treated by the fuzzy controller itself, not requiring the use of filters. The stability of the developed controller is proven based on the theory of Lyapunov. Experimental results are also presented, and show that the proposed controller is effectively able to guide the robot during a trajectory tracking task.
引用
收藏
页码:3746 / 3751
页数:6
相关论文
共 50 条
  • [21] A sliding-mode based controller for trajectory tracking of perturbed Unicycle Mobile Robots
    Mera, Manuel
    Rios, Hector
    Martinez, Edgar A.
    [J]. CONTROL ENGINEERING PRACTICE, 2020, 102
  • [22] Design and Implementation of Trajectory Tracking Controller for Nonholonomic Mobile Robots Based on the Lyapunov Method
    Cui, Mingyue
    Zhao, Jinji
    Liu, Hongzhao
    [J]. PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC), 2019, : 4332 - 4337
  • [23] An Almost Global Trajectory Tracking Controller for Differential-drive Wheeled Mobile Robots
    Villalobos-Aranda, Carlos
    Pliego-Jiménez, Javier
    Montañez-Molina, Carlos
    Arellano-Delgado, Adrian
    [J]. International Journal of Control, Automation and Systems, 2024, 22 (12) : 3684 - 3693
  • [24] Neural Network-Based Adaptive Controller for Trajectory Tracking of Wheeled Mobile Robots
    Hassan, Najva
    Saleem, Abdul
    [J]. IEEE ACCESS, 2022, 10 : 13582 - 13597
  • [25] A combined backstepping and fractional-order PID controller to trajectory tracking of mobile robots
    Xu, Lin
    Du, Jiaqiang
    Song, Baoye
    Cao, Maoyong
    [J]. SYSTEMS SCIENCE & CONTROL ENGINEERING, 2022, 10 (01) : 133 - 140
  • [26] On the Adaptive Performance Improvement of a Trajectory Tracking Controller for non-Holonomic Mobile Robots
    Arvanitakis, John
    Nikolakopoulos, George
    Zermas, Demetris
    Tzes, Anthony
    [J]. 2011 IEEE 16TH CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION (ETFA), 2011,
  • [27] Trajectory tracking of mobile robots in dynamic environments-a linear algebra approach
    Rosales, Andres
    Scaglia, Gustavo
    Mut, Vicente
    di Sciascio, Fernando
    [J]. ROBOTICA, 2009, 27 : 981 - 997
  • [28] Research on Trajectory Tracking and Obstacle Avoidance of Nonholonomic Mobile Robots in a Dynamic Environment
    Zhang, Kai
    Gao, Ruizhen
    Zhang, Jingjun
    [J]. ROBOTICS, 2020, 9 (03):
  • [29] Modelling and trajectory tracking of wheeled mobile robots
    Leena, N.
    Saju, K. K.
    [J]. INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN ENGINEERING, SCIENCE AND TECHNOLOGY (ICETEST - 2015), 2016, 24 : 538 - 545
  • [30] Predictive trajectory tracking control for mobile robots
    Klancar, Gregor
    Skrjanc, Igor
    [J]. 2006 12TH INTERNATIONAL POWER ELECTRONICS AND MOTION CONTROL CONFERENCE, VOLS 1-4, 2006, : 1811 - +