The main objectives of the work described are to devise an effective path-based motorcycle simulation capability and to add to understanding of how riders control motorcycles. Optimal linear preview control theory was previously applied to the tracking of a roadway by a car, using a simple car model operating in fixed control. Similar theory is applied to path control of motorcycles. The simple car previously employed is replaced by a much more elaborate motorcycle. The steering angle control used previously is changed into steering torque control. Rider upper body lean torque is also allowed as a control input. The machine speed is considered constant but is a parameter of the motion. The objective of the optimal control is to minimize a weighted sum of tracking errors, rider lean angle and control power. The time-invariant optimal control corresponding to a white noise disturbance and to an infinite optimization horizon is found for many situations, involving variations in machine speed and performance priorities. Tight controls, corresponding to high weightings on performance, and loose controls, corresponding to high weightings on control power, are identified. Results show the expected pattern for preview control, that information well into the future is of limited value in determining the present control inputs. Full system performance is achievable with only finite preview. The extent of the preview necessary for full performance is determined as a function of machine speed and performance priorities. This necessary preview is found to be in accord with conventional wisdom of motorcycle riding and rider training. Optimal path tracking preview controls are shown to represent the inverse dynamics of the motorcycle. New light is shed on the relative effectiveness of steering torque and body lean torque controls. Simulations of an optimally controlled motorcycle and rider combination are conducted. A typical lane change path and an S-shaped path from the literature are used. For a chosen speed, optimal controls are installed on the machine for which they were derived and simulation results showing tracking performance, control inputs, and other responses are included. Transformation of the problem from a global description, in which the optimal control is found, to a local description corresponding to the rider’s view, is described. It is concluded that a motorcycle rider model representing a useful combination of steering control capability and computational economy has been established. The model yields new insights into rider and motorcycle behavior.

1.
Guo
,
K.
, and
Guan
,
H.
, 1993, “
Modelling of Driver/Vehicle Directional Control System
,”
Veh. Syst. Dyn.
0042-3114,
22
(
3-4
), pp.
141
184
.
2.
MacAdam
,
C. C.
, 2003, “
Understanding and Modelling the Human Driver
,”
Veh. Syst. Dyn.
0042-3114,
40
(
1-3
), pp.
101
134
.
3.
Kraiss
,
K. F.
, and
Kuettelwesch
,
H.
, 1992, “
Identification and Application of Neural Operator Models in a Car Driving Situation
,”
Proceedings of the 5th IFAC/IFIP/IFORS/IEA Symposium on Analysis, Design and Evaluation of Man-Machine Systems
.
4.
Modjtahedzadeh
,
A.
, and
Hess
,
R. A.
, 1993, “
A Model of Driver Steering Control Behavior for Use in Assessing Vehicle Handling Qualities
,”
ASME J. Dyn. Syst., Meas., Control
0022-0434,
115
, pp.
456
464
.
5.
Peng
,
H.
, and
Tomizuka
,
M.
, 1993, “
Preview Control for Vehicle Lateral Guidance in Highway Automation
,”
ASME J. Dyn. Syst., Meas., Control
0022-0434,
115
, pp.
679
686
.
6.
Shimura
,
A.
, and
Yoshida
,
K.
, 1998, “
Steering Control for Car Cornering by Means of Neural Network and Genetic Algorithm
,”
Proceedings of the IFAC Symposium on Intelligent Components for Vehicles
, Seville.
7.
Sharp
,
R. S.
,
Casanova
,
D.
, and
Symonds
,
P.
, 2000, “
A Mathematical Model for Car Steering, With Design, Tuning and Performance Results
,”
Veh. Syst. Dyn.
0042-3114,
33
(
5
), pp.
289
326
.
8.
Prokop
,
G.
, 2001, “
Modelling Human Vehicle Driving by Model Predictive On-Line Optimisation
,”
Veh. Syst. Dyn.
0042-3114,
35
(
1
), pp.
19
35
.
9.
Guo
,
K.
,
Pan
,
F.
,
Cheng
,
Y.
, and
Ding
,
H.
, 2002, “
Driver Model Based on the Preview Optimal Artificial Neural Network
,”
Proceedings of the AVEC’02
.
10.
Guo
,
K.
,
Cheng
,
Y.
, and
Ding
,
H.
, 2004, “
Analytical Method for Modelling Driver in Vehicle Directional Control
,” in
The Dynamics of Vehicles on Roads and on Tracks
,
M.
Abe
, ed., Supplement to Vehicle System Dynamics,
Taylor and Francis
, London, Vol.
41
, pp.
401
410
.
11.
Sharp
,
R. S.
, and
Valtetsiotis
,
V.
, 2001, “
Optimal Preview Car Steering Control
,”
Supplement to Vehicle System Dynamics
,
P.
Lugner
and
K.
Hedrick
, eds.,
Vol.
35
, pp.
101
117
.
12.
Sharp
,
R. S.
, 2005, “
Driver Steering Control and a New Perspective on Car Handling Qualities
,”
J. Mech. Eng. Sci.
0022-2542,
219
, pp.
1041
1051
.
13.
Cole
,
D. J.
,
Pick
,
A. J.
, and
Odhams
,
A. M. C.
, 2006, “
Predictive and Linear Quadratic Methods for Potential Application to Modelling Driver Steering Control
,”
Veh. Syst. Dyn.
0042-3114,
44
(
3
), pp.
259
284
.
14.
Frezza
,
R.
, and
Beghi
,
A.
, 2003, “
Simulating a Motorcycle Driver
,” in
New Trends in Nonlinear Dynamics and Control
,
W.
Kang
et al.
, eds.,
Springer-Verlag
, Berlin, Heidelberg, pp.
175
186
.
15.
Frezza
,
R.
,
Beghi
,
A.
, and
Saccon
,
A.
, 2004, “
Model Predictive and Hierarchical Control for Path Following With Motorcycle: Application to the Development of the Pilot Model for Virtual Prototyping
,”
Proceedings of the 43rd Conference on Decision and Control
, Dec. 14–17, Atlantis, Bahamas, Paper No. TuB09.4, CD Rom.
16.
Huyge
,
K.
,
Ambrósio
,
J.
, and
Pereira
,
M.
, 2005, “
A Control Strategy for the Dynamics of a Motorcycle, Including Rider
,”
Proceedings of the ENOC-2005
,
Eindhoven
, Netherlands, 7–12 August, CDRom.
17.
Anderson
,
B. D. O.
, and
Moore
,
J. B.
, 1971,
Linear Optimal Control
,
Prentice-Hall
, Englewood Cliffs, New Jersey.
18.
Sharp
,
R. S.
, 2001, “
Stability, Control and Steering Responses of Motorcycles
,”
Veh. Syst. Dyn.
0042-3114,
35
(
4-5
), pp.
291
318
.
19.
Sharp
,
R. S.
, and
Limebeer
,
D. J. N.
, 2001, “
A Motorcycle Model for Stability and Control Analysis
,”
Multibody Syst. Dyn.
1384-5640,
6
(
2
), pp.
123
142
.
20.
Pacejka
,
H. B.
, 2002,
Tyre and Vehicle Dynamics
,
Butterworth Heinemann
, London.
21.
Cossalter
,
V.
, and
Lot
,
R.
, 2002, “
A Motorcycle Multi-Body Model for Real Time Simulations Based on a Natural Coordinates Approach
,”
Veh. Syst. Dyn.
0042-3114,
37
(
6
), pp.
423
447
.
22.
Sharp
,
R. S.
,
Evangelou
,
S.
, and
Limebeer
,
D. J. N.
, 2004, “
Advances in the Modelling of Motorcycle Dynamics
,”
Multibody Syst. Dyn.
1384-5640,
12
(
3
), pp.
251
283
.
23.
Sharp
,
R. S.
,
Evangelou
,
S.
, and
Limebeer
,
D. J. N.
, 2005,
Multibody Aspects of Motorcycle Modelling With Special Reference to Autosim, Advances in Computational Multibody Systems
,
J. G.
Ambrósio
ed.,
Springer-Verlag
, Dordrecht, The Netherlands, pp.
45
68
.
24.
Eaton
,
D. J.
, 1973, “
Lateral Dynamics of the Uncontrolled Motorcycle
,”
Proceedings of the 2nd International Congress on Automotive Safety
, San Francisco.
25.
Aoki
,
A.
, 1979, “
Experimental Study on Motorcycle Steering Performance
,” SAE 790265.
26.
Weir
,
D. H.
, and
Zellner
,
J. W.
, 1979, “
Experimental Investigation of the Transient Behavior of Motorcycles
,” SAE 790266.
27.
Verma
,
M. K.
,
Scott
,
R. A.
, and
Segel
,
L.
, 1980, “
Effect of Frame Compliance on the Lateral Dynamics of Motorcycles
,”
Veh. Syst. Dyn.
0042-3114,
9
(
3
), pp.
181
206
.
28.
Thomson
,
B.
, and
Rathgeber
,
H.
, 1984, “
Automated Systems Used for Rapid and Flexible Generation of System Models Exemplified by a Verified Passenger Car and a Motorcycle Model
,”
The Dynamics of Vehicles on Roads and on Railway Tracks
,
J. Karl
Hedrick
, ed.,
Swets and Zeitkinger
, Lisse, pp.
645
654
.
29.
Takahashi
,
T.
,
Yamada
,
T.
, and
Nakamura
,
T.
, 1984, “
Experimental and Theoretical Study of the Influence of Tires on Straight Running Motorcycle Weave Response
,” SAE 840248.
30.
Hasegawa
,
A.
, 1985, “
Analysis of Controllability and Stability of Motorcycles - Analysis of Stability at High Speed Driving
, 10th International Technical Conference on Experimental Safety Vehicles, Oxford, UK, July 1985, pp.
480
500
.
31.
Nishimi
,
T.
,
Aoki
,
A.
, and
Katayama
,
T.
, 1985, “
Analysis of Straight Running Stability of Motorcycles
, 10th International Technical Conference on Experimental Safety Vehicles, Oxford, UK, July 1985, pp.
1080
1094
.
32.
Bayer
,
B.
, 1988, “
Flattern und Pendeln bei Krafträdern
,”
Automobil_Industrie
,
2
, pp.
193
197
.
33.
Sugizaki
,
M.
, and
Hasegawa
,
A.
, 1988, “
Experimental Analysis of Transient Response of Motorcycle Rider Systems
,” SAE 881783.
34.
Iffelsberger
,
L.
, 1991, “
Application of Vehicle Dynamics Simulation in Motorcycle Development
,”
Safety Environment Future
,
R.
Brenndicke
, ed.,
pp.
511
525
.
35.
Wisselmann
,
D.
,
Iffelsberger
,
L.
, and
Brandlhuber
,
B.
, 1993, “
Einsatz Eines Fahrdynamik-Simulationsmodells in der Motorradentwicklung bei BMW
,”
ATZ
,
95
(
2
), pp.
56
63
.
36.
Bortoluzzi
,
D.
,
Doria
,
A.
,
Lot
,
R.
, and
Fabbri
,
L.
, 2000, “
Experimental Investigation and Simulation of Motorcycle Turning Performance
,” Sicherheit Umwelt Zukunft 111, Tagungsband der 3 Internationalen Motorradkonferenz, Institut für Zweiradsicherheit, Essen.
37.
Sayers
,
M. W.
, 1999, “
Vehicle Models for RTS Applications
,”
Veh. Syst. Dyn.
0042-3114,
32
(
4-5
), pp.
421
438
.
38.
Sharp
,
R. S.
, 1971, “
The Stability and Control of Motorcycles
,”
J. Mech. Eng. Sci.
0022-2542,
13
(
5
), pp.
316
329
.
39.
Tomizuka
,
M.
, 1976, “
Optimal Linear Preview Control With Application to Vehicle Suspension - Revisited
,”
ASME J. Dyn. Syst., Meas., Control
0022-0434,
98
, pp.
309
315
.
40.
Watanabe
,
Y.
, and
Yoshida
,
K.
, 1973, “
Motorcycle Handling Performance for Obstacle Avoidance
,” 2nd International Congress on Automotive Safety, San Francisco.
41.
Code
,
K.
, 1993, “
A Twist of the Wrist II - The Basics of High Performance Motorcycling
,” California Superbike School, Technical Report.
42.
Coyne
,
P.
,
Mayblin
,
W.
, and
Mares
,
P.
, 1998,
Motorcycle Roadcraft: The Police Riders’ Handbook
,
Home Office
, London.
43.
Rice
,
R. S.
, 1978, “
Rider Skill Influences on Motorcycle Maneuvering
,” SAE SP-428, pp.
79
90
.
44.
Katayama
,
T.
,
Aoki
,
A.
, and
Nishimi
,
T.
, 1988, “
Control Behaviour of Motorcycle Riders
,”
Veh. Syst. Dyn.
0042-3114,
17
, pp.
211
229
.
45.
Zellner
,
J. W.
, and
Weir
,
D. H.
, 1978, “
Development of Handling Test Procedures for Motorcycles
,” SAE SP-428, pp.
91
100
.
46.
Weir
,
D. H.
, and
Zellner
,
J. W.
, 1978, “
Lateral-Directional Motorcycle Dynamics and Rider Control
,” SAE SP-428, pp.
7
31
.
You do not currently have access to this content.