Adaptive Image-based Visual Servoing with Reinforcement Learning for Wheeled Mobile Robots

Author(s):  
Haobin Shi ◽  
Gang Sun ◽  
Renyu Zhang ◽  
Xuanwen Chen
2018 ◽  
Vol 38 (5) ◽  
pp. 558-567 ◽  
Author(s):  
Hua Chen ◽  
Lei Chen ◽  
Qian Zhang ◽  
Fei Tong

Purpose The finite-time visual servoing control problem is considered for dynamic wheeled mobile robots (WMRs) with unknown control direction and external disturbance. Design/methodology/approach By using finite-time control method and switching design technique. Findings First, the visual servoing kinematic WMR model is developed, which can be converted to the dynamic chained-form systems by using a state and input feedback transformation. Then, for two decoupled subsystems of the chained-form systems, according to the finite-time stability control theory, a discontinuous three-step switching control strategy is proposed in the presence of uncertain control coefficients and external disturbance. Originality/value A class of discontinuous anti-interference control method has been presented for the dynamic nonholonomic systems.


2016 ◽  
Vol 24 (4) ◽  
pp. 1328-1339 ◽  
Author(s):  
Baoquan Li ◽  
Yongchun Fang ◽  
Guoqiang Hu ◽  
Xuebo Zhang

2021 ◽  
Author(s):  
Francois Gauthier-Clerc ◽  
Ashley Hill ◽  
Jean Laneurit ◽  
Roland Lenain ◽  
Eric Lucet

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