Realistic driver models can play an important role in developing new driver assistance technologies. A realistic driver model can reduce the time-consuming trial-and-error process of designing and testing products, and thereby reduce the vehicle's development time and cost. A realistic model should provide both driver path planning and arm motions that are physiologically possible. The interaction forces between a driver's hand and steering wheel can influence control performance and steering feel. The aim of this work is to develop a comprehensive yet practical model of the driver and vehicle. Consequently, a neuromuscular driver model in conjunction with a high-fidelity vehicle model is developed to learn and understand more about the driver's performance and preferences, and their effect on vehicle control and stability. This driver model can provide insights into task performance and energy consumption of the driver, including fatigue and cocontraction dynamics of a steering task. In addition, this driver model in conjunction with a high-fidelity steering model can be used to develop new steering technologies such as electric power steering.

References

1.
MacAdam
,
C.
,
1981
, “
Application of an Optimal Preview Control for Simulation of Closed-Loop Automobile Driving
,”
IEEE Trans. Syst., Man Cybern.
,
11
(
6
), pp.
393
399
.10.1109/TSMC.1981.4308705
2.
Jalali
,
K.
,
Lambert
,
S.
, and
McPhee
,
J.
,
2012
, “
Development of a Path-Following and a Speed Control Driver Model for an Electric Vehicle
,” SAE Technical Paper 2012-01-0250.
3.
Sharp
,
R.
, and
Valtetsiotis
,
V.
,
2001
, “
Optimal Preview Car Steering Control
,”
Selected papers from 20th International Congress of Theoretical and Applied Mechanics, Supplement to Vehicle System Dynamics
, Vol.
35
, pp.
101
117
.
4.
Cole
,
D.
,
Pick
,
A.
, and
Odhams
,
A.
,
2006
, “
Predictive and Linear Quadratic Methods for Potential Application to Modeling Driver Steering Control
,”
Veh. Syst. Dyn.: Int. J. Veh. Mech. Mobility
,
44
(
3
), pp.
259
284
.10.1080/00423110500260159
5.
Mehrabi
,
N.
,
Sharif Razavian
,
R.
, and
McPhee
,
J.
,
2013
, “
A Three-Dimensional Musculoskeletal Driver Model to Study Steering Tasks
,”
International Design Engineering Technical Conference & Computers and Information in Engineering Conferences
, Portland, OR.
6.
Droogendijk
,
C.
,
2010
, “
A New Neuromuscular Driver Model for Steering System Development
,” Master thesis, Delft University of Technology, Delft, The Netherlands.
7.
Sentouh
,
C.
, and
Chevrel
,
P.
,
2009
, “
A Human-Centered Approach of Steering Control Modeling
,”
Proceedings of the 21st IAVSD Symposium on Dynamics of Vehicles on Roads and Tracks
, Stockholm, Sweden, pp.
1
12
.
8.
Katzourakis
,
D.
,
Droogendijk
,
C.
,
Abbink
,
D.
,
Happee
,
R.
, and
Holweg
,
E.
,
2010
, “
Driver Model With Visual and Neuromuscular Feedback for Objective Assessment of Automotive Steering Systems
,”
International Symposium on Advanced Vehicle Control (AVEC)
, Loughborough, UK.
9.
Pick
,
A.
, and
Cole
,
D.
,
2008
, “
A Mathematical Model of Driver Steering Control Including Neuromuscular Dynamics
,”
ASME J. Dyn. Syst., Meas., Control
,
130
(
3
), p.
031004
.10.1115/1.2837452
10.
Pick
,
A.
, and
Cole
,
D.
,
2003
, “
Neuromuscular Dynamics and the Vehicle Steering Task
,”
The 18th International Association for Vehicle System Dynamics Symposium
, Kanagawa, Japan.
11.
Pick
,
A.
, and
Cole
,
D.
,
2006
, “
Neuromuscular Dynamics in the Driver-Vehicle System
,”
Veh. Syst. Dyn.: Int. J. Veh. Mech. Mobility
,
44
(
Sup 1
), pp.
624
631
.10.1080/00423110600882704
12.
Cole
,
D.
,
2008
, “
Neuromuscular Dynamics and Steering Feel
,”
Proceedings of SteeringTech
, TU Munich, Germany.
13.
Ungoren
,
A.
, and
Peng
,
H.
,
2005
, “
An Adaptive Lateral Preview Driver Model
,”
Veh. Syst. Dyn.: Int. J. Veh. Mech. Mobility
,
43
(
4
), pp.
245
259
.10.1080/00423110412331290419
14.
Mehrabi
,
N.
,
Sharif
,
M.
, and
McPhee
,
J.
,
2012
, “
Study of Human Steering Tasks Using a Neuromuscular Driver Model
,”
Advanced Vehicle and Control Conference (AVEC)
, Seoul, Korea.
15.
Pennestri
,
E.
,
Stefanelli
,
R.
,
Valentini
,
P. P.
, and
Vita
,
L.
,
2007
, “
Virtual Musculo-Skeletal Model for the Biomechanical Analysis of the Upper Limb
,”
J. Biomech.
,
40
(
6
), pp.
1350
1361
.10.1016/j.jbiomech.2006.05.013
16.
Gopura
,
R. A. R. C.
,
Kiguchi
,
K.
, and
Horikawa
,
E.
,
2010
, “
A Study on Human Upper-Limb Muscles Activities During Daily Upper-Limb Motions
,”
Int. J. Bioelectromagnetism
,
12
(
2
), pp.
54
61
.
17.
Liu
,
Y.
,
Ji
,
X.
,
Ryouhei
,
H.
,
Takahiro
,
M.
, and
Lou
,
L.
,
2012
, “
Function of Shoulder Muscles of Driver in Vehicle Steering Maneuver
,”
Sci. China Technol. Sci.
,
55
(
12
), pp.
3445
3454
.10.1007/s11431-012-5045-9
18.
Mizuno
,
T.
,
Hayama
,
R.
,
Kawahara
,
S.
,
Lou
,
L.
,
Liu
,
Y.
, and
Ji
,
X.
,
2013
, “
Research on Relationship Between Steering Maneuver and Muscle Activities
,” JTEKT Eng. J., (1010), pp.
13
18
.
19.
Maplesoft, a Division of Waterloo Maple Inc.
,
2014
, “
Vehicle Model With Double-Wishbone Front and Trailing-Arm Rear Suspension
,” http://www.maplesoft.com/products/maplesim/modelgallery/detail.aspx?id=67&L=E
20.
van der Helm
,
F. C. T.
,
Schouten
,
A. C.
,
de Vlugt
,
E.
, and
Brouwn
,
G. G.
,
2002
, “
Identification of Intrinsic and Reflexive Components of Human Arm Dynamics During Postural Control
,”
J. Neurosci. Methods
,
119
(
1
), pp.
1
14
.10.1016/S0165-0270(02)00147-4
21.
Ting
,
L. H.
,
van Antwerp
,
K. W.
,
Scrivens
,
J. E.
,
McKay
,
J. L.
,
Welch
,
T. D. J.
,
Bingham
,
J. T.
, and
DeWeerth
,
S. P.
,
2009
, “
Neuromechanical Tuning of Nonlinear Postural Control Dynamics
,”
Chaos
Woodbury, NY,
19
(
2
), p.
26111
.10.1063/1.3142245
22.
Hasan
,
Z.
,
1983
, “
A Model of Spindle Afferent Response to Muscle Stretch
,”
J. Neurophysiol.
,
49
(
4
), pp.
989
1006
.
23.
Kim
,
N.
, and
Cole
,
D. J.
,
2011
, “
A Model of Driver Steering Control Incorporating the Driver's Sensing of Steering Torque
,”
Veh. Syst. Dyn.
,
49
(
10
), pp.
1575
1596
.10.1080/00423114.2010.533777
24.
Uno
,
Y.
,
Kawato
,
M.
, and
Suzuki
,
R.
,
1989
, “
Formation and Control of Optimal Trajectory in Human Multijoint Arm Movement
,”
Biol. Cybern.
,
101
, pp.
89
101
.
25.
Crowninshield
,
R.
, and
Brand
,
R.
,
1981
, “
The Prediction of Forces in Joint Structures; Distribution of Intersegmental Resultants
,”
Exercise Sport Sci. Rev.
,
9
(
1
), pp.
159
181
.10.1249/00003677-198101000-00004
26.
Röhrle
,
H.
,
Scholten
,
R.
, and
Sigolotto
,
C.
,
1984
, “
Joint Forces in the Human Pelvis-Leg Skeleton During Walking
,”
J. Biomech.
,
17
(
6
), pp.
409
424
.10.1016/0021-9290(84)90033-2
27.
Happee
,
R.
,
1994
, “
Inverse Dynamic Optimization Including Muscular Dynamics, a New Simulation Method Applied to Goal Directed Movements
,”
J. Biomech.
,
27
(
1
), pp.
953
960
.10.1016/0021-9290(94)90267-4
28.
Crowninshield
,
R.
, and
Brand
,
R.
,
1981
, “
A Physiologically Based Criterion of Muscle Force Prediction in Locomotion
,”
J. Biomech.
,
14
(
11
), pp.
793
801
.10.1016/0021-9290(81)90035-X
29.
Cole
,
D.
,
2012
, “
A Path-Following Driver-Vehicle Model With Neuromuscular Dynamics, Including Measured and Simulated Responses to a Step in Steering Angle Overlay
,”
Veh. Syst. Dyn.: Int. J. Veh. Mech. Mobility
,
50
(
4
), pp.
37
41
.
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