Novel Adaptive Finite-Time Control of Teleoperation System With Time-Varying Delays and Input Saturation

In this paper, two novel adaptive finite-time control schemes are proposed for position tracking of nonlinear teleoperation system, which dynamic uncertainties, actuator saturation, and time-varying communication delays are considered. First, a novel auxiliary variable is designed to provide more stable performance. The radial basis function (RBF) neural network is introduced to estimate dynamic uncertainties. Second, two adaptive finite-time control schemes are investigated. In control scheme I, the RBF neural network and the gain switching strategy are applied to compensate the actuator saturation. In control scheme II, an auxiliary compensation filter and the compensation adaptive update laws, which contain the finite-time structure, are developed for dealing with saturation. Third, the finite-time adaptive controller is designed in each of these two control schemes. Based on the multiple Lyapunov function method, the closed-loop teleoperation system with these two control methods is proved to be bounded and finite-time stability. Finally, the simulation experiments are performed and the comparisons with other control methods are shown. The effectiveness of the proposed control schemes is demonstrated.

[1]  Fazel Naghdy,et al.  Application of Adaptive Controllers in Teleoperation Systems: A Survey , 2014, IEEE Transactions on Human-Machine Systems.

[2]  Mark W. Spong,et al.  Bilateral teleoperation: An historical survey , 2006, Autom..

[3]  F. J. Narcowich,et al.  Persistency of Excitation in Identification Using Radial Basis Function Approximants , 1995 .

[4]  Dale A. Lawrence Stability and transparency in bilateral teleoperation , 1993, IEEE Trans. Robotics Autom..

[5]  Di-Hua Zhai,et al.  Adaptive Control of Semi-Autonomous Teleoperation System With Asymmetric Time-Varying Delays and Input Uncertainties , 2017, IEEE Transactions on Cybernetics.

[6]  Yen-Chen Liu,et al.  Adaptive Control for Nonlinear Teleoperators With Uncertain Kinematics and Dynamics , 2015, IEEE/ASME Transactions on Mechatronics.

[7]  Hong Wang,et al.  Adaptive neural network based prescribed performance control for teleoperation system under input saturation , 2015, J. Frankl. Inst..

[8]  Yuanqing Xia,et al.  Intelligent Networked Teleoperation Control , 2015 .

[9]  Chun-Yi Su,et al.  Neural-Adaptive Control of Single-Master–Multiple-Slaves Teleoperation for Coordinated Multiple Mobile Manipulators With Time-Varying Communication Delays and Input Uncertainties , 2013, IEEE Transactions on Neural Networks and Learning Systems.

[10]  Song Aiguo,et al.  Neural Network Control for Tele-rehabilitation Robot based on Variable Gain , 2008, 2008 International Conference on BioMedical Engineering and Informatics.

[11]  Nguyen Thanh Binh,et al.  Synchronization control of Bilateral Teleoperation systems by using wave variable method under varying time delay , 2017, 2017 International Conference on System Science and Engineering (ICSSE).

[12]  Yuanqing Xia,et al.  Attitude stabilization of rigid spacecraft with finite‐time convergence , 2011 .

[13]  Yongmin Kim,et al.  Asynchronous web-based patient-centered home telemedicine system , 2002, IEEE Transactions on Biomedical Engineering.

[14]  Changchun Hua,et al.  Finite-time synchronization control for bilateral teleoperation under communication delays , 2015 .

[15]  Hyo-Sung Ahn,et al.  Controller designs for bilateral teleoperation with input saturation , 2014 .

[16]  Nguyen Thanh Binh,et al.  An adaptive control law against time - varying delays in bilateral teleoperation systems , 2017, 2017 International Conference on System Science and Engineering (ICSSE).

[17]  Yuanqing Xia,et al.  Adaptive Control for Teleoperation System With Varying Time Delays and Input Saturation Constraints , 2016, IEEE Transactions on Industrial Electronics.

[18]  S. Munir,et al.  Internet based teleoperation using wave variables with prediction , 2001, 2001 IEEE/ASME International Conference on Advanced Intelligent Mechatronics. Proceedings (Cat. No.01TH8556).

[19]  Tao Zhang,et al.  Adaptive bilateral control for nonlinear uncertain teleoperation with guaranteed transient performance , 2016, Robotica.

[20]  Xin-Ping Guan,et al.  Finite Time Control Design for Bilateral Teleoperation System With Position Synchronization Error Constrained , 2016, IEEE Transactions on Cybernetics.

[21]  Thomas B. Sheridan,et al.  Space teleoperation through time delay: review and prognosis , 1993, IEEE Trans. Robotics Autom..

[22]  Xingjian Wang,et al.  Teleoperation Control Based on Combination of Wave Variable and Neural Networks , 2017, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[23]  Tsuneo Yoshikawa,et al.  Ground-space bilateral teleoperation of ETS-VII robot arm by direct bilateral coupling under 7-s time delay condition , 2004, IEEE Transactions on Robotics and Automation.

[24]  Peter Xiaoping Liu,et al.  Adaptive Neural Synchronization Control for Bilateral Teleoperation Systems With Time Delay and Backlash-Like Hysteresis , 2017, IEEE Transactions on Cybernetics.

[25]  Soheil Ganjefar,et al.  Position and force tracking in nonlinear teleoperation systems with sandwich linearity in actuators and time-varying delay , 2017 .

[26]  Bo Zhang,et al.  A novel adaptive finite time controller for bilateral teleoperation system , 2018 .

[27]  Emmanuel Nuno,et al.  An adaptive controller for nonlinear teleoperators with variable time-delays , 2014, J. Frankl. Inst..

[28]  Mark W. Spong,et al.  Bilateral control of teleoperators with time delay , 1988, Proceedings of the 1988 IEEE International Conference on Systems, Man, and Cybernetics.

[29]  Jie Huang,et al.  Finite-time control for robot manipulators , 2002, Syst. Control. Lett..

[30]  Dongjun Lee,et al.  Passive Bilateral Teleoperation With Constant Time Delay , 2006, IEEE Transactions on Robotics.

[31]  Shahin Sirouspour,et al.  Nonlinear and Filtered Force/Position Mappings in Bilateral Teleoperation With Application to Enhanced Stiffness Discrimination , 2009, IEEE Transactions on Robotics.

[32]  Serdar Soylu,et al.  Comprehensive underwater vehicle-manipulator system teleoperation , 2010, OCEANS 2010 MTS/IEEE SEATTLE.

[33]  Kai Chen,et al.  Home-based tele-assisted robotic rehabilitation of joint impairments in children with cerebral palsy , 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[34]  Aiguo Song,et al.  Adaptive Finite-Time Synchronization Control for Teleoperation System With Varying Time Delays , 2018, IEEE Access.

[35]  Mahdi Tavakoli,et al.  Position and force tracking in nonlinear teleoperation systems under varying delays , 2014, Robotica.

[36]  Zheng Chen,et al.  A Novel Wave-Variable Based Time-Delay Compensated Four-Channel Control Design for Multilateral Teleoperation System , 2018, IEEE Access.

[37]  Wen-Hong Zhu,et al.  Stability guaranteed teleoperation: an adaptive motion/force control approach , 2000, IEEE Trans. Autom. Control..

[38]  Mahdi Tavakoli,et al.  Teleoperation in the presence of varying time delays and sandwich linearity in actuators , 2013, Autom..

[39]  Di-Hua Zhai,et al.  Finite-Time Control of Teleoperation Systems With Input Saturation and Varying Time Delays , 2017, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[40]  Heidar Ali Talebi,et al.  Robust Output Feedback Controller Design for Time‐Delayed Teleoperation: Experimental Results , 2017 .

[41]  Ya-Jun Pan,et al.  A novel adaptive robust control architecture for bilateral teleoperation systems under time‐varying delays , 2015 .

[42]  Jean-Jacques E. Slotine,et al.  Stable Adaptive Teleoperation , 1990, 1990 American Control Conference.

[43]  Changchun Hua,et al.  Output-Feedback Adaptive Control of Networked Teleoperation System With Time-Varying Delay and Bounded Inputs , 2015, IEEE/ASME Transactions on Mechatronics.

[44]  Jason Gu,et al.  Transparent fuzzy bilateral control of a nonlinear teleoperation system through state convergence , 2016, 2016 International Conference on Emerging Technologies (ICET).

[45]  Xin-Ping Guan,et al.  Adaptive Fuzzy Finite-Time Coordination Control for Networked Nonlinear Bilateral Teleoperation System , 2014, IEEE Transactions on Fuzzy Systems.