Adaptive Finite-Time Synchronization Control for Teleoperation System With Varying Time Delays

In practical application, the synchronization tracking of teleoperation system requires the fast speed and strong robustness. It is the ideal control effect that the synchronization errors between master and slave robots can converge to zero in finite time. In this paper, we propose the new nonsingular terminal sliding mode and the adaptive finite-time control method for position tracking in teleoperation system. First, a novel nonsingular terminal sliding mode is designed to provide higher tracking precision and robustness. Second, the radial basis function neural networks are applied to solve dynamic uncertainties, and the adaptive laws are proposed to estimate the uncertain parameters and upper bounds of estimation. Then, the corresponding finite-time controllers of master and slave robots are designed. Third, based on the Lyapunov stability theory, synchronization performances of the closed-loop system are proved to be stable state and finite time. Finally, simulations are achieved, and some comparisons with two nonsingular terminal sliding mode control schemes and two PD methods are shown. The simulation results verify the effectiveness of the proposed control laws.

[1]  Zhijun Li,et al.  Adaptive Fuzzy Control for Synchronization of Nonlinear Teleoperators With Stochastic Time-Varying Communication Delays , 2011, IEEE Transactions on Fuzzy Systems.

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

[3]  Vikas Panwar,et al.  Wavelet neural network-based H∞ trajectory tracking for robot manipulators using fast terminal sliding mode control , 2016, Robotica.

[4]  Muhammad Junaid Khan,et al.  Integral terminal sliding mode formation control of non-holonomic robots using leader follower approach , 2016, Robotica.

[5]  Zhihong Man,et al.  Continuous finite-time control for robotic manipulators with terminal sliding mode , 2003, Autom..

[6]  Hongliang Ren,et al.  Type-2 Fuzzy Modeling and Control for Bilateral Teleoperation System With Dynamic Uncertainties and Time-Varying Delays , 2018, IEEE Transactions on Industrial Electronics.

[7]  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).

[8]  Hee-Jun Kang,et al.  Adaptive terminal sliding mode control of uncertain robotic manipulators based on local approximation of a dynamic system , 2017, Neurocomputing.

[9]  Mark W. Spong,et al.  Bilateral control of teleoperators with time delay , 1989 .

[10]  Xin-Ping Guan,et al.  Finite-time output-feedback synchronization control for bilateral teleoperation system via neural networks , 2017, Inf. Sci..

[11]  Chang-Chun Hua,et al.  A New Coordinated Slave Torque Feedback Control Algorithm for Network-Based Teleoperation Systems , 2013, IEEE/ASME Transactions on Mechatronics.

[12]  Long Cheng,et al.  Adaptive neural network tracking control of robot manipulators with prescribed performance , 2011 .

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

[14]  Yana Yang,et al.  Integral sliding mode control of a bilateral teleoperation system based on extended state observers , 2017 .

[15]  Hassan K. Khalil,et al.  Output feedback control of nonlinear systems using RBF neural networks , 2000, IEEE Trans. Neural Networks Learn. Syst..

[16]  Zhihong Man,et al.  Non-singular terminal sliding mode control of rigid manipulators , 2002, Autom..

[17]  Yong Tang,et al.  Bilateral Teleoperation of Holonomic Constrained Robotic Systems With Time-Varying Delays , 2013, IEEE Transactions on Instrumentation and Measurement.

[18]  Chitralekha Mahanta,et al.  Adaptive second order terminal sliding mode controller for robotic manipulators , 2014, J. Frankl. Inst..

[19]  Fazel Naghdy,et al.  Application of wave-variable control to bilateral teleoperation systems: A survey , 2014, Annu. Rev. Control..

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

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

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

[23]  Jinkun Liu Adaptive Sliding Mode RBF Neural Network Control , 2018 .

[24]  Aiguo Song,et al.  Delay-dependent stabilization control for asymmetric bilateral teleportation systems with time-varying delays , 2016, 2016 International Conference on Robotics and Automation Engineering (ICRAE).

[25]  S. Gulati,et al.  Control of Nonlinear Systems Using Terminal Sliding Modes , 1992, 1992 American Control Conference.

[26]  Yixin Yin,et al.  Adaptive Task-Space Synchronization Control of Bilateral Teleoperation Systems With Uncertain Parameters and Communication Delays , 2018, IEEE Access.

[27]  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.

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

[29]  Mohammad Javad Yazdanpanah,et al.  A sliding-mode controller for dual-user teleoperation with unknown constant time delays , 2012, Robotica.

[30]  Yana Yang,et al.  Finite-time coordination control for networked bilateral teleoperation , 2015, Robotica.

[31]  Antonio Barreiro,et al.  Generic Approach to Stability Under Time-Varying Delay in Teleoperation: Application to the Position-Error Control of a Gantry Crane , 2013, IEEE/ASME Transactions on Mechatronics.

[32]  Peter Xiaoping Liu,et al.  Trajectory tracking compensation for teleoperation with transmission delays , 2011, Robotica.

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

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

[35]  Suiyang Khoo,et al.  Robust H∞ cost guaranteed integral sliding mode control for the synchronization problem of nonlinear tele-operation system with variable time-delay. , 2017, ISA transactions.