Method for measuring a driver’s steering efficiency using electromyography

This paper is concerned with developing a new method for measuring a driver’s steering efficiency during a steering manoeuvre, for investigating the driver’s steering performance and for evaluating the steering comfort. Electromyography was successfully used to measure the driver’s muscle activity and to reveal the function of the driver’s key muscles in the steering manoeuvre. A measurement of the driver’s steering efficiency during a dynamic steering manoeuvre with two hands is presented on the basis of a regression analysis of the electromyography and steering-force data. The proposed measurement procedure consists of two parts. First, a multiple-regression analysis of the steering-force and electromyography data is conducted, and the steering forces in the steering wheel plane are predicted using the electromyography data of the key muscles producing the steering torque. Second, by predicting the steering force, the force capacity of the driver in the steering manoeuvre is estimated, and then the steering efficiency of the driver is measured. The steering efficiency of the driver, which characterizes the inefficiency, is thought to be a significant movement control strategy employed by driver, and its application in investigating the driver’s steering strategy is the subject of further study.

[1]  B Jonsson,et al.  Function of the muscles of the upper limb in car driving. IV: the pectoralis major, serratus anterior and latissimus dorsi muscles. , 1975, Ergonomics.

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

[3]  Michael J. Griffin,et al.  Driver perception of steering feel , 2007 .

[4]  Li,et al.  Real-time Tire Parameters Observer for Vehicle Dynamics Stability Control , 2010 .

[5]  B. Jonsson,et al.  Function of the muscles of the upper limb in car driving. , 1975, Ergonomics.

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

[7]  S Jonsson,et al.  Function of the muscles of the upper limb in car driving. V: The supraspinatus, infraspinatus, teres minor and teres major muscles. , 1976, Ergonomics.

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

[9]  Ryouhei Hayama,et al.  A novel estimating method for steering efficiency of the driver with electromyography signals , 2014 .

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

[11]  Jian Song,et al.  Comprehensive prediction method of road friction for vehicle dynamics control , 2009 .

[12]  Kenneth D. Norman Objective Evaluation of On-Center Handling Performance , 1984 .

[13]  Charles C. MacAdam,et al.  Understanding and Modeling the Human Driver , 2003 .

[14]  Hao Wang,et al.  Fast estimation and compensation of the tyre force in real time control for vehicle dynamic stability control system , 2008 .

[15]  Ryouhei Hayama,et al.  Preliminary Research on Muscle Activity in Driver’s Steering Maneuver for Driver’s Assistance System Evaluation , 2013 .

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

[17]  Mizuno Takahiro,et al.  Function of shoulder muscles of driver in vehicle steering maneuver , 2012 .

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

[19]  Louman Li,et al.  Vehicle velocity estimation for real-time dynamic stability control , 2009 .