Adaptive Fuzzy Finite-Time Coordination Control for Networked Nonlinear Bilateral Teleoperation System

The master-slave control design problem is considered for the networked teleoperation system with friction and external disturbances. A new finite-time synchronization control method is proposed with the help of adaptive fuzzy approximation. We develop a new nonsingular fast terminal sliding mode (NFTSM) to provide faster convergence and higher precision than the linear hyperplane-sliding mode and the classic terminal-sliding mode (TSM). Then, the adaptive fuzzy-logic system is employed to approximate the system uncertainties, and the corresponding adaptive fuzzy NFTSM controller is designed. By constructing Lyapunov function, the stability and finite-time synchronization performance are proved with the new controller in the presence of system uncertainties and external disturbances. Compared with the traditional teleoperation design method, the new control scheme achieves better transient-state performance and steady-state performance. Finally, the simulations are performed and the comparisons are shown among the proposed method, the P+d method, the PD+d method, the DFF method, and the classic TSM FTSM. The simulation results further demonstrate the effectiveness of the proposed method.

[1]  A. G. Greenhill,et al.  Handbook of Mathematical Functions with Formulas, Graphs, , 1971 .

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

[3]  Shuzhi Sam Ge,et al.  Adaptive Fuzzy Control of a Class of Nonlinear Systems by Fuzzy Approximation Approach , 2012, IEEE Transactions on Fuzzy Systems.

[4]  Yuanqing Xia,et al.  Robust Adaptive Sliding-Mode Control for Fuzzy Systems With Mismatched Uncertainties , 2010, IEEE Transactions on Fuzzy Systems.

[5]  Peter Xiaoping Liu,et al.  Delay-Dependent Stability Criteria of Teleoperation Systems With Asymmetric Time-Varying Delays , 2010, IEEE Transactions on Robotics.

[6]  Abbas Erfanian,et al.  Adaptive fuzzy terminal sliding mode control for a class of MIMO uncertain nonlinear systems , 2011, Fuzzy Sets Syst..

[7]  Changchun Hua,et al.  Decentralized Networked Control System Design Using T–S Fuzzy Approach , 2012, IEEE Transactions on Fuzzy Systems.

[8]  Bing Chen,et al.  Fuzzy-Approximation-Based Adaptive Control of Strict-Feedback Nonlinear Systems With Time Delays , 2010, IEEE Transactions on Fuzzy Systems.

[9]  Shun-Hung Tsai,et al.  A Global Exponential Fuzzy Observer Design for Time-Delay Takagi–Sugeno Uncertain Discrete Fuzzy Bilinear Systems With Disturbance , 2012, IEEE Transactions on Fuzzy Systems.

[10]  Liang Yang,et al.  Nonsingular fast terminal sliding‐mode control for nonlinear dynamical systems , 2011 .

[11]  Shaocheng Tong,et al.  Observer-Based Adaptive Fuzzy Backstepping Output Feedback Control of Uncertain MIMO Pure-Feedback Nonlinear Systems , 2012, IEEE Transactions on Fuzzy Systems.

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

[13]  Shaocheng Tong,et al.  Adaptive Fuzzy Output Feedback Control of MIMO Nonlinear Systems With Unknown Dead-Zone Inputs , 2013, IEEE Transactions on Fuzzy Systems.

[14]  Zhijun Li,et al.  Adaptive fuzzy control for synchronization of nonlinear teleoperators with stochastic time-varying communication delays , 2011, 2011 IEEE International Conference on Robotics and Automation.

[15]  Fei Liu,et al.  Finite-Time $H_{\infty}$ Fuzzy Control of Nonlinear Jump Systems With Time Delays Via Dynamic Observer-Based State Feedback , 2012, IEEE Transactions on Fuzzy Systems.

[16]  Byung Kook Yoo,et al.  Adaptive control of robot manipulator using fuzzy compensator , 2000, IEEE Trans. Fuzzy Syst..

[17]  A. Kheddar,et al.  Sliding mode bilateral control and four channels scheme control of a force reflecting master/slave teleoperator , 2005, IEEE International Conference Mechatronics and Automation, 2005.

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

[19]  Jianqiang Yi,et al.  A computed torque controller for uncertain robotic manipulator systems: Fuzzy approach , 2005, Fuzzy Sets Syst..

[20]  Shengyuan Xu,et al.  Adaptive Output Feedback Control for Nonlinear Time-Delay Systems by Fuzzy Approximation Approach , 2013, IEEE Transactions on Fuzzy Systems.

[21]  Jong H. Park,et al.  Sliding mode control of bilateral teleoperation systems with force-reflection on the Internet , 2000, Proceedings. 2000 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2000) (Cat. No.00CH37113).

[22]  Tianyou Chai,et al.  Neural-Network-Based Terminal Sliding-Mode Control of Robotic Manipulators Including Actuator Dynamics , 2009, IEEE Transactions on Industrial Electronics.

[23]  Rogelio Lozano,et al.  Synchronization of bilateral teleoperators with time delay , 2008, Autom..

[24]  Jong Hyeon Park,et al.  Sliding-mode controller for bilateral teleoperation with varying time delay , 1999, 1999 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (Cat. No.99TH8399).

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

[26]  Xi Liu,et al.  Finite-Time Attitude Tracking Control for Spacecraft Using Terminal Sliding Mode and Chebyshev Neural Network , 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[27]  Peter Xiaoping Liu,et al.  Teleoperation Over the Internet With/Without Velocity Signal , 2011, IEEE Transactions on Instrumentation and Measurement.

[28]  Shahin Sirouspour,et al.  A Kinematic Control Framework for Single-Slave Asymmetric Teleoperation Systems , 2011, IEEE Transactions on Robotics.

[29]  Romeo Ortega,et al.  On tracking performance in bilateral teleoperation , 2006, IEEE Transactions on Robotics.

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

[31]  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.

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

[33]  Shaocheng Tong,et al.  A Combined Backstepping and Stochastic Small-Gain Approach to Robust Adaptive Fuzzy Output Feedback Control , 2013, IEEE Transactions on Fuzzy Systems.

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

[35]  Guang-Ren Duan,et al.  Trilateral Teleoperation of Adaptive Fuzzy Force/Motion Control for Nonlinear Teleoperators With Communication Random Delays , 2013, IEEE Transactions on Fuzzy Systems.

[36]  Shun-Feng Su,et al.  Learning Error Feedback Design of Direct Adaptive Fuzzy Control Systems , 2012, IEEE Transactions on Fuzzy Systems.