An ESO-based integrated trajectory tracking control for tractor–trailer vehicles with various constraints and physical limitations

ABSTRACT This paper develops an effective integrated control strategy for the trajectory tracking control of a tractor–trailer vehicle which suffers from inaccessible system states and uncertain disturbance for practical implementation. In addition, diverse problems, such as nonholonomic constraints, underactuated dynamics, physical limitations, etc, can be resolved favourably all together. Aiming to the vehicle trajectory tracking, a constrained model predictive control (MPC) is introduced as a trajectory tracking module, by which the underactuated dynamics, various constraints and physical limitations, can be tackled at the same time. For the desired velocity tracking, a robust global terminal sliding mode control (GTSMC) is employed to guarantee the finite-time convergence of the velocity tracking process, which will improve the transient performance to a great extent. Particularly, in the absence of velocity information, an extended state observer (ESO) is developed to estimate the vehicle velocity in addition to simultaneously obtaining the uncertain disturbance information, which offers prerequisite for the previous control approaches. The simulation results confirm that the presented control strategy can synthesise varied control techniques effectively and deal with diverse problems for the trajectory tracking of tractor–trailer vehicles successfully.

[1]  Erdal Kayacan,et al.  Distributed nonlinear model predictive control of an autonomous tractor-trailer system , 2014, ArXiv.

[2]  Bo Li,et al.  Extended State Observer based robust attitude control of spacecraft with input saturation , 2016 .

[3]  Zhong-Ping Jiang,et al.  Trailer Steering Control of a Tractor–Trailer Robot , 2016, IEEE Transactions on Control Systems Technology.

[4]  Lijie Wang,et al.  Adaptive Fuzzy Control for Nonstrict Feedback Systems With Unmodeled Dynamics and Fuzzy Dead Zone via Output Feedback , 2017, IEEE Transactions on Cybernetics.

[5]  Yasushi Hada,et al.  Constrained Model Predictive Control , 2006 .

[6]  Bin Jiang,et al.  Fault-tolerant control for a class of non-linear systems with dead-zone , 2016, Int. J. Syst. Sci..

[7]  Shaocheng Tong,et al.  Fuzzy Adaptive Control With State Observer for a Class of Nonlinear Discrete-Time Systems With Input Constraint , 2016, IEEE Transactions on Fuzzy Systems.

[8]  Wei Wang,et al.  Input-to-State Stability for Networked Predictive Control With Random Delays in Both Feedback and Forward Channels , 2014, IEEE Transactions on Industrial Electronics.

[9]  Maan El Badaoui El Najjar,et al.  Adaptive Compensation of Multiple Actuator Faults for Two Physically Linked 2WD Robots , 2018, IEEE Transactions on Robotics.

[10]  Xuebo Zhang,et al.  Visual Servoing of Nonholonomic Mobile Robots With Uncalibrated Camera-to-Robot Parameters , 2017, IEEE Transactions on Industrial Electronics.

[11]  Huijun Gao,et al.  Extended State Observer-Based Sliding-Mode Control for Three-Phase Power Converters , 2017, IEEE Transactions on Industrial Electronics.

[12]  Bo Li,et al.  Velocity-free fault-tolerant control allocation for flexible spacecraft with redundant thrusters , 2015, Int. J. Syst. Sci..

[13]  Danwei Wang,et al.  Velocity-free fault tolerant control allocation for flexible spacecraft with redundant thrusters , 2012, 2012 12th International Conference on Control Automation Robotics & Vision (ICARCV).

[14]  Huijun Gao,et al.  Finite-Time Stabilization for Vehicle Active Suspension Systems With Hard Constraints , 2015, IEEE Transactions on Intelligent Transportation Systems.

[15]  John T. Wen,et al.  Trajectory tracking control of a car-trailer system , 1997, IEEE Trans. Control. Syst. Technol..

[16]  Tianmiao Wang,et al.  Robust Stabilization of a Wheeled Mobile Robot Using Model Predictive Control Based on Neurodynamics Optimization , 2017, IEEE Transactions on Industrial Electronics.

[17]  Donghua Zhou,et al.  Data-Based Predictive Control for Networked Nonlinear Systems With Network-Induced Delay and Packet Dropout , 2016, IEEE Transactions on Industrial Electronics.

[18]  Richard D. Braatz,et al.  Switched model predictive control of switched linear systems: Feasibility, stability and robustness , 2016, Autom..

[19]  Guoqiang Hu,et al.  Lyapunov-Based Tracking Control in the Presence of Uncertain Nonlinear Parameterizable Friction , 2007, IEEE Transactions on Automatic Control.

[20]  Yao Meng,et al.  Adaptive backstepping control for air-breathing hypersonic vehicle with actuator dynamics , 2017 .

[21]  Yang Chen,et al.  Model predictive control for space teleoperation systems based on a mixed- H2/H∞ approach , 2015 .

[22]  Shaocheng Tong,et al.  Adaptive Fuzzy Control Design for Stochastic Nonlinear Switched Systems With Arbitrary Switchings and Unmodeled Dynamics , 2017, IEEE Transactions on Cybernetics.

[23]  David Q. Mayne,et al.  Constrained model predictive control: Stability and optimality , 2000, Autom..

[24]  Zheng Yan,et al.  Model Predictive Control for Tracking of Underactuated Vessels Based on Recurrent Neural Networks , 2012, IEEE Journal of Oceanic Engineering.

[25]  Huiping Li,et al.  A receding horizon stabilization approach to constrained nonholonomic systems in power form , 2017, Syst. Control. Lett..

[26]  Chenguang Yang,et al.  Tracking control of a marine surface vessel with full-state constraints , 2017, Int. J. Syst. Sci..

[27]  Bao-Zhu Guo,et al.  On the convergence of an extended state observer for nonlinear systems with uncertainty , 2011, Syst. Control. Lett..

[28]  S. Ali A. Moosavian,et al.  Robust Adaptive Controller for a Tractor–Trailer Mobile Robot , 2014, IEEE/ASME Transactions on Mechatronics.

[29]  Ming Yue,et al.  Extended state observer-based adaptive hierarchical sliding mode control for longitudinal movement of a spherical robot , 2014 .

[30]  Changyin Sun,et al.  Model Identification and Control Design for a Humanoid Robot , 2017, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[31]  Hak-Keung Lam,et al.  Observer-Based Fuzzy Control for Nonlinear Networked Systems Under Unmeasurable Premise Variables , 2016, IEEE Transactions on Fuzzy Systems.

[32]  Ligang Wu,et al.  Observer-based adaptive sliding mode control for nonlinear Markovian jump systems , 2016, Autom..

[33]  S. Ali A. Moosavian,et al.  Modeling and control of an underactuated tractor–trailer wheeled mobile robot , 2017, Robotica.

[34]  Huijun Gao,et al.  Two Time-Scale Tracking Control of Nonholonomic Wheeled Mobile Robots , 2016, IEEE Transactions on Control Systems Technology.

[35]  Eduardo F. Camacho,et al.  MPC for tracking piecewise constant references for constrained linear systems , 2008, Autom..

[36]  He Chen,et al.  A New Antiswing Control Method for Underactuated Cranes With Unmodeled Uncertainties: Theoretical Design and Hardware Experiments , 2015, IEEE Transactions on Industrial Electronics.

[37]  Renquan Lu,et al.  Trajectory-Tracking Control of Mobile Robot Systems Incorporating Neural-Dynamic Optimized Model Predictive Approach , 2016, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[38]  Yalou Huang,et al.  Trajectory Generation and Tracking Control for Double-Steering Tractor–Trailer Mobile Robots With On-Axle Hitching , 2015, IEEE Transactions on Industrial Electronics.

[39]  Ming Yue,et al.  Composite Path Tracking Control for Tractor–Trailer Vehicles Via Constrained Model Predictive Control and Direct Adaptive Fuzzy Techniques , 2017 .