Adaptive robust control of bilateral teleoperation systems with unmeasurable environmental force and arbitrary time delays

Bilateral teleoperation technology has caused wide attentions because of its applications in various remote operation systems. However, there exist some challenging control issues such as communication delay, unmeasurable environmental force, and various manipulator modelling uncertainties. In this study, the disturbance observer is designed based on the slave manipulator dynamics to observe the unmeasurable environmental force. When the environmental force is modelled as a general linear regression form, its unknown parameters can be estimated online by the least square adaptation law. A novel communication structure is proposed where only the master trajectory is transmitted to the slave side, and the transmission signal from the slave to the master is replaced by those estimated environmental parameters. Since these parameters are not power signals, the passivity problem of the communication channel and the trade-off limitation between the transparency performance and robust stability in traditional teleoperation control are essentially avoided. The sliding mode control and the force compensation of disturbance observer are integrated subsequently to deal with various manipulator modelling uncertainties, so that the excellent synchronisation performance can be realised. Thus, the proposed control algorithm can guarantee the robust stability and the good control performance simultaneously under arbitrary time delays. The simulation and experiment on two single degree-of-freedom manipulators are carried out and the results show the effectiveness of the proposed control algorithm.

[1]  Bin Yao,et al.  Integrated direct/indirect adaptive robust control of SISO nonlinear systems in semi-strict feedback form , 2003, Proceedings of the 2003 American Control Conference, 2003..

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

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

[4]  Haiping Du H ∞ state-feedback control of bilateral teleoperation systems with asymmetric time-varying delays , 2013 .

[5]  S. Munir,et al.  Internet-based teleoperation using wave variables with prediction , 2002 .

[6]  Kouhei Ohnishi,et al.  Time-Delay Compensation by Communication Disturbance Observer for Bilateral Teleoperation Under Time-Varying Delay , 2010, IEEE Transactions on Industrial Electronics.

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

[8]  Li Xu,et al.  Adaptive robust precision motion control of linear motors with negligible electrical dynamics: theory and experiments , 2001 .

[9]  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.

[10]  Blake Hannaford,et al.  A design framework for teleoperators with kinesthetic feedback , 1989, IEEE Trans. Robotics Autom..

[11]  Ya-Jun Pan,et al.  Stabilization of asymmetric bilateral teleoperation systems for haptic devices with time-varying delays , 2013, 2013 American Control Conference.

[12]  Kouhei Ohnishi,et al.  Motion control for advanced mechatronics , 1996 .

[13]  Masayoshi Tomizuka,et al.  Adaptive robust control of MIMO nonlinear systems in semi-strict feedback forms , 2001, Autom..

[14]  Toshiyuki Murakami,et al.  Workspace based force sensorless bilateral control with multi-degree-of-freedom motion systems , 2010, 2010 11th IEEE International Workshop on Advanced Motion Control (AMC).

[15]  Kouhei Ohnishi,et al.  Disturbance observer-based motion control of direct drive motors , 1991 .

[16]  Tsuneo Yoshikawa,et al.  Bilateral control of master-slave manipulators for ideal kinesthetic coupling-formulation and experiment , 1994, IEEE Trans. Robotics Autom..

[17]  Chang-Ming Liaw,et al.  Adaptive positioning control for a LPMSM drive based on adapted inverse model and robust disturbance observer , 2006 .

[18]  Mahdi Tavakoli,et al.  Disturbance Observer Based Control of Nonlinear Haptic Teleoperation Systems , 2011 .

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

[20]  Shihua Li,et al.  Non-linear disturbance observer-based robust control for systems with mismatched disturbances/uncertainties , 2011 .

[21]  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.

[22]  Bin Yao,et al.  This article has been accepted for publication in a future issue of this journal, but has not been fully edited. Content may change prior to final publication. Coordinated Adaptive Robust Contouring Control of an Industrial Biaxial Precision Gantry with C , 2022 .

[23]  Zi-Jiang Yang,et al.  New approach to an adaptive robust motion controller combined with a disturbance observer , 2011 .

[24]  Jean-Jacques E. Slotine,et al.  Telemanipulation with Time Delays , 2004, Int. J. Robotics Res..

[25]  Perry Y. Li,et al.  Passive bilateral control and tool dynamics rendering for nonlinear mechanical teleoperators , 2005, IEEE Transactions on Robotics.

[26]  Xinghuo Yu,et al.  Continuous nonsingular terminal sliding mode control for systems with mismatched disturbances , 2013, Autom..

[27]  Hoang Duong Tuan,et al.  Nonlinear adaptive control of master–slave system in teleoperation☆ , 2003 .

[28]  Bruce A. Francis,et al.  Bilateral controller for teleoperators with time delay via μ-synthesis , 1995, IEEE Trans. Robotics Autom..

[29]  Ya-Jun Pan,et al.  A New Predictive Approach for Bilateral Teleoperation With Applications to Drive-by-Wire Systems , 2006, IEEE Transactions on Robotics.

[30]  Jong Hyeon Park,et al.  Stable bilateral teleoperation under a time delay using a robust impedance control , 2005 .

[31]  Toshiyuki Murakami,et al.  Torque sensorless control in multidegree-of-freedom manipulator , 1993, IEEE Trans. Ind. Electron..

[32]  Xinghuo Yu,et al.  Design and Implementation of Terminal Sliding Mode Control Method for PMSM Speed Regulation System , 2013, IEEE Transactions on Industrial Informatics.

[33]  Zhijun Li,et al.  Motion synchronisation of bilateral teleoperation systems with mode-dependent time-varying communication delays , 2010 .

[34]  Ales Hace,et al.  Pseudo-Sensorless High-Performance Bilateral Teleoperation by Sliding-Mode Control and FPGA , 2014, IEEE/ASME Transactions on Mechatronics.

[35]  Ali Shahdi,et al.  Model Predictive Control for Transparent Teleoperation Under Communication Time Delay , 2006, IEEE Transactions on Robotics.