Design of Unified Controller for Obstacle Avoidance and Tracking of Wheeled Mobile Robots

被引:0
作者
Cui, Mingyue [1 ]
Zhao, Jinji [2 ]
Liu, Hongzhao [1 ]
机构
[1] Nanyang Normal Univ, Coll Mech & Elect Engn, Nanyang 473061, Henan, Peoples R China
[2] Nanyang Normal Univ, Sch Sport, Nanyang 473061, Peoples R China
来源
PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019) | 2019年
关键词
Trajectory tracking; obstacle avoidance; wheeled mobile robot; unified control; Lyapunov method; SLIDING MODE CONTROL; NEURAL-NETWORKS; SYSTEMS;
D O I
10.1109/ccdc.2019.8832651
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The novel unified control approach is proposed to simultaneously solve tracking and obstacle avoidance problem of the wheeled mobile robot (WMR). Applying the Lyapunov's direct method, a stable unified controller is designed to simultaneously handle tracking and obstacle avoidance for this WMR system based on the potential function. By the Lyapunov stability theory, it is proved that tracking errors of the closed-loop system are asymptotical convergence, the tracking errors converge to the zero outside the obstacle detection region and the obstacle avoidance is guaranteed inside the obstacle detection region. The effectiveness and robustness of the proposed control method arc validated from the simulation results.
引用
收藏
页码:4190 / 4195
页数:6
相关论文
共 23 条
[1]   A novel method for modeling skidding for systems with nonholonomic constraints [J].
Bazzi, Salah ;
Shammas, Elie ;
Asmar, Daniel .
NONLINEAR DYNAMICS, 2014, 76 (02) :1517-1528
[2]   Extended state observer-based adaptive sliding mode control of differential-driving mobile robot with uncertainties [J].
Cui, Mingyue ;
Liu, Wei ;
Liu, Hongzhao ;
Jiang, Hualong ;
Wang, Zhipeng .
NONLINEAR DYNAMICS, 2016, 83 (1-2) :667-683
[3]   Adaptive tracking control of wheeled mobile robots with unknown longitudinal and lateral slipping parameters [J].
Cui, Mingyue ;
Huang, Rongjie ;
Liu, Hongzhao ;
Liu, Xuyan ;
Sun, Dihua .
NONLINEAR DYNAMICS, 2014, 78 (03) :1811-1826
[4]   Formation tracking control of unicycle-type mobile robots with limited sensing ranges [J].
Do, K. D. .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2008, 16 (03) :527-538
[5]   Tracking Control of Multiple-Wheeled Mobile Robots With Limited Information of A Desired Trajectory [J].
Dong, Wenjie .
IEEE TRANSACTIONS ON ROBOTICS, 2012, 28 (01) :262-268
[6]   Neural networks based reinforcement learning for mobile robots obstacle avoidance [J].
Duguleana, Mihai ;
Mogan, Gheorghe .
EXPERT SYSTEMS WITH APPLICATIONS, 2016, 62 :104-115
[7]   Uniform asymptotic stability of nonlinear switched systems with an application to mobile robots [J].
Lee, T. C. ;
Jiang, Z. P. .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2008, 53 (05) :1235-1252
[8]   Integral-Sliding-Mode Braking Control for a Connected Vehicle Platoon: Theory and Application [J].
Li, Yongfu ;
Tang, Chuancong ;
Peeta, Srinivas ;
Wang, Yibing .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2019, 66 (06) :4618-4628
[9]   Numerical differentiation with annihilators in noisy environment [J].
Mboup, Mamadou ;
Join, Cedric ;
Fliess, Michel .
NUMERICAL ALGORITHMS, 2009, 50 (04) :439-467
[10]   RFID-Based Mobile Robot Trajectory Tracking and Point Stabilization Through On-line Neighboring Optimal Control [J].
Miah, M. Suruz ;
Gueaieb, Wail .
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2015, 78 (3-4) :377-399