A Simple Adaptive Control Approach for Trajectory Tracking of Electrically Driven Nonholonomic Mobile Robots

被引:179
作者
Park, Bong Seok [1 ]
Yoo, Sung Jin [2 ]
Park, Jin Bae [1 ]
Choi, Yoon Ho [3 ]
机构
[1] Yonsei Univ, Dept Elect & Elect Engn, Seoul 120749, South Korea
[2] Yonsei Univ, Engn Res Inst, Seoul 120749, South Korea
[3] Kyonggi Univ, Dept Elect Engn, Kyonggi Do 443760, South Korea
关键词
Actuator dynamics; adaptive control; dynamic surface design; nonholonomic mobile robots; robot dynamics; robot kinematics; DYNAMIC SURFACE CONTROL; SLIDING MODE CONTROL; SYSTEMS; DESIGN; LAW;
D O I
10.1109/TCST.2009.2034639
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Almost all existing controllers for nonholonomic mobile robots are designed without considering the actuator dynamics. This is because the presence of the actuator dynamics increases the complexity of the system dynamics, and makes difficult the design of the controller. In this paper, we propose a simple adaptive control approach for path tracking of uncertain nonholonomic mobile robots incorporating actuator dynamics. All parameters of robot kinematics, robot dynamics, and actuator dynamics are assumed to be uncertain. For the simple controller design, the dynamic surface control methodology is applied and extended to mobile robots that the number of inputs and outputs is different. We also adopt the adaptive control technique to treat all uncertainties and derive adaptation laws from the Lyapunov stability theory. Finally, simulation results demonstrate the effectiveness of the proposed controller.
引用
收藏
页码:1199 / 1206
页数:8
相关论文
共 31 条
[1]   Adaptive motion tracking control of uncertain nonholonomic mechanical systems including actuator dynamics [J].
Anupoju, CM ;
Su, CY ;
Oya, M .
IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS, 2005, 152 (05) :575-580
[2]  
Chang CF, 2004, IEEE SYS MAN CYBERN, P5404
[3]   Simple neuron-based adaptive controller for a nonholonomic mobile robot including actuator dynamics [J].
Das, Tamoghna ;
Kar, I. N. ;
Chaudhury, S. .
NEUROCOMPUTING, 2006, 69 (16-18) :2140-2151
[4]   Design and implementation of an adaptive fuzzy logic-based controller for wheeled mobile robots [J].
Das, Tamoghna ;
Kar, Indra Narayan .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2006, 14 (03) :501-510
[5]   Adaptive tracking and regulation of a wheeled mobile robot with controller/update law modularity [J].
Dixon, WE ;
de Queiroz, MS ;
Dawson, DM ;
Flynn, TJ .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2004, 12 (01) :138-147
[6]   Simultaneous tracking and stabilization of mobile robots: An adaptive approach [J].
Do, KD ;
Jiang, ZP ;
Pan, J .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2004, 49 (07) :1147-1152
[7]   Robust adaptive control of nonholonomic mobile robot with parameter and nonparameter uncertainties [J].
Dong, W ;
Kuhnert, KD .
IEEE TRANSACTIONS ON ROBOTICS, 2005, 21 (02) :261-266
[8]   Tracking control of uncertain dynamic nonholonomic system and its application to wheeled mobile robots [J].
Dong, Wenjie ;
Huo, Wei ;
Tso, S.K. ;
Xu, W.L. .
2000, IEEE, Piscataway, NJ, United States (16) :870-874
[9]  
Fierro R, 1997, J ROBOTIC SYST, V14, P149, DOI 10.1002/(SICI)1097-4563(199703)14:3<149::AID-ROB1>3.0.CO
[10]  
2-R