Adaptive Steering Feedback Torque Design and Control for Driver–Vehicle System Considering Driver Handling Properties

Steering feedback torque system, as the joint between the driver and the vehicle, should be well designed to aid driver handling by considering the driver handling properties and the control accuracy and performance of the system. In this paper first, the compensation mechanism of the driver arm for the change of the steering feedback torque is researched. It is found that drivers try to maintain the dynamic properties of the overall driver-vehicle systems as constant as possible by adjusting their arm mechanical characteristics. Moreover, the desired dynamic properties of the overall driver-vehicle system, which include the information of the driver desired handling properties, can be defined as a system transfer function. Second, a novel adaptive steering feedback torque controller is proposed on the basis of the findings. In this controller, the consideration and realization of the desired driver-vehicle dynamic properties are decoupled in the outer and inner control loops. In the outer control loop, a desired steering feedback torque model is identified with consideration of the desired driver-vehicle dynamic properties. In the inner control loop, the identified desired steering feedback torque model is realized using an adaptive neural network algorithm with robust control. In this way, the controller can be easily used by different drivers and applied to different vehicles. The stability of the system with the controller is analyzed. In the end, simulation and experiments are carried out to prove the validity of the proposed controller.

[1]  Zhihong Man,et al.  Robust Sliding Mode-Based Learning Control for Steer-by-Wire Systems in Modern Vehicles , 2014, IEEE Transactions on Vehicular Technology.

[2]  David J. Cole,et al.  Neuromuscular dynamics in the driver–vehicle system , 2006 .

[3]  Tao Yang A New Control Framework of Electric Power Steering System Based on Admittance Control , 2015, IEEE Transactions on Control Systems Technology.

[4]  Toshiyuki Murakami,et al.  Adaptive Control for Virtual Steering Characteristics on Electric Vehicle Using Steer-by-Wire System , 2009, IEEE Transactions on Industrial Electronics.

[5]  J. Christian Gerdes,et al.  Designing Steering Feel for Steer-by-Wire Vehicles Using Objective Measures , 2015, IEEE/ASME Transactions on Mechatronics.

[6]  Philippe Chevrel,et al.  Shared Steering Control Between a Driver and an Automation: Stability in the Presence of Driver Behavior Uncertainty , 2013, IEEE Transactions on Intelligent Transportation Systems.

[7]  E. Boer Car following from the driver’s perspective , 1999 .

[8]  Takamasa Suetomi,et al.  Analysis of Human Hand Impedance Properties Depending on Driving Conditions , 2009 .

[9]  David A. Abbink,et al.  Driver's Arms' Time-Variant Neuromuscular Admittance During Real Car Test-Track Driving , 2014, IEEE Transactions on Instrumentation and Measurement.

[10]  Abderrahmane Kheddar,et al.  Adaptive Haptic Feedback Steering Wheel for Driving Simulators , 2009, IEEE Transactions on Vehicular Technology.

[11]  Katsuhisa Furuta,et al.  Adaptive impedance control to enhance human skill on a haptic interface system , 2012 .

[12]  Frans C. T. van der Helm,et al.  Closed-loop multivariable system identification for the characterization of the dynamic arm compliance using continuous force disturbances: a model study , 2003, Journal of Neuroscience Methods.

[13]  John R. Wagner,et al.  A trajectory tracking steer-by-wire control system for ground vehicles , 2006, IEEE Transactions on Vehicular Technology.

[14]  David J. Cole,et al.  A Mathematical Model of Driver Steering Control Including Neuromuscular Dynamics , 2008 .

[15]  Goro Obinata,et al.  Operability of Joystick-Type Steering Device Considering Human Arm Impedance Characteristics , 2012, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[16]  David J. Cole,et al.  Neuromuscular dynamics and the vehicle steering task , 2004 .

[17]  Hong Guan,et al.  Modelling of Driver/Vehicle Directional Control System , 1993 .

[18]  Chouki Sentouh,et al.  Identification of human arm viscoelastic properties during vehicle steering maneuver , 2014, 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

[19]  René van Paassen,et al.  Measurements of muscle use during steering wheel manipulation , 2011, 2011 IEEE International Conference on Systems, Man, and Cybernetics.

[20]  David J. Cole Neuromuscular dynamics and steering feel , 2008 .

[21]  A. Nahvi,et al.  The effect of torque feedback exerted to driver's hands on vehicle handling – a hardware-in-the-loop approach , 2015 .

[22]  Jinkun Liu,et al.  Radial Basis Function (RBF) Neural Network Control for Mechanical Systems , 2013 .

[23]  David J. Cole,et al.  Driver steering and muscle activity during a lane-change manoeuvre , 2007 .

[24]  Kyongsu Yi,et al.  Coordinated Control of Motor-Driven Power Steering Torque Overlay and Differential Braking for Emergency Driving Support , 2014, IEEE Transactions on Vehicular Technology.

[25]  John R. Wagner,et al.  An Adjustable Steer-by-Wire Haptic-Interface Tracking Controller for Ground Vehicles , 2009, IEEE Transactions on Vehicular Technology.

[26]  Chouki Sentouh,et al.  Investigation of the Driver’s Arm Viscoelastic Properties During Steering Vehicle Maneuver , 2017, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[27]  David J. Cole,et al.  Measurement of Driver Steering Torque Using Electromyography , 2006 .

[28]  Keng Peng Tee,et al.  A model of force and impedance in human arm movements , 2004, Biological Cybernetics.

[29]  Takamasa Suetomi,et al.  Vehicle Active Steering Control System Based on Human Mechanical Impedance Properties of the Arms , 2014, IEEE Transactions on Intelligent Transportation Systems.

[30]  Steffen Müller,et al.  A new model to compute the desired steering torque for steer-by-wire vehicles and driving simulators , 2014 .

[31]  David J. Cole INFLUENCE OF STEERING TORQUE FEEDBACK AND NEUROMUSCULAR DYNAMICS ON DRIVER AND VEHICLE RESPONSE TO LATERAL FORCE DISTURBANCE , 2011 .

[32]  Satoshi Suzuki,et al.  Assisting control for pendulum-like juggling in human adaptive mechatronics , 2011 .

[33]  David J. Cole,et al.  Dynamic properties of a driver's arms holding a steering wheel , 2007 .