This paper demonstrates that an autonomous vehicle can perform emergency lane changes up to the friction limits through real-time generation and evaluation of bi-elementary paths. Path curvature and friction determine the maximum possible speed along the path and, consequently, the feasibility of the path. This approach incorporates both steering inputs and changes in speed during the maneuver. As a result, varying path parameters and observing the maximum possible entry speed of resulting paths give insight about when and to what extent a vehicle should brake and turn during emergency lane change maneuvers. Tests on an autonomous vehicle validate this approach for lane changes near the limits of friction.

References

1.
Dubins
,
L. E.
,
1957
, “
On Curves of Minimal Length With a Constraint on Average Curvature, and With Prescribed Initial and Terminal Positions and Tangents
,”
Am. J. Math.
,
79
(
3
), pp.
497
516
.
2.
Scheuer
,
A.
, and
Fraichard
,
T.
,
1996
, “
Planning Continuous-Curvature Paths for Car-Like Robots
,”
IEEE/RSJ
International Conference on Intelligent Robots and Systems
,
Osaka, Japan
, Nov. 4–8, pp.
1304
1311
.
3.
Durali
,
M.
,
Javid
,
G.
, and
Kasaiezadeh
,
A.
,
2006
, “
Collision Avoidance Maneuver for an Autonomous Vehicle
,” 9th
IEEE
International Workshop on Advanced Motion Control
,
Istanbul, Turkey
, pp.
249
254
.
4.
Bianco
,
C. G. L.
, and
Piazzi
,
A.
,
2000
, “
Optimal Trajectory Planning With Quintic G2-Splines
,”
Intelligent Vehicles Symposium
,
Dearborn, MI
, pp.
620
625
.
5.
Papadimitriou
,
I.
, and
Tomizuka
,
M.
,
2003
, “
Fast Lane Changing Computations Using Polynomials
,”
American Control Conference
,
Denver, CO
, June 4–6, pp.
48
53
.
6.
AASHTO
,
2011
,
A Policy on Geometric Design of Highways and Streets
, 6th ed.,
American Association of State Highway and Transportation Officials
,
Washington, DC
.
7.
Kritayakirana
,
K.
, and
Gerdes
,
J. C.
,
2012
, “
Autonomous Vehicle Control at the Limits of Handling
,”
Int. J. Veh. Auton. Syst.
,
10
(
4
), pp.
271
296
.
8.
Theodosis
,
P. A.
, and
Gerdes
,
J. C.
,
2011
, “
Generating a Racing Line for an Autonomous Racecar Using Professional Driving Techniques
,”
ASME
Paper No. DSCC2011-6097.
9.
Urmson
,
C.
,
Anhalt
,
J.
,
Bagnell
,
D.
,
Baker
,
C.
,
Bittner
,
R.
,
Clark
,
M. N.
,
Dolan
,
J.
,
Duggins
,
D.
,
Gittleman
,
M.
,
Harbaugh
,
S.
,
Wolkowicki
,
Z.
,
Ziglar
,
J.
,
Bae
,
H.
,
Brown
,
T.
,
Demitrish
,
D.
,
Sadekar
,
V.
,
Zhang
,
W.
,
Struble
,
J.
,
Taylor
,
M.
,
Darms
,
M.
, and
Ferguson
,
D.
,
2008
, “
Autonomous Driving in Urban Environments: Boss and the Urban Challenge
,”
J. Field Rob.
,
25
(
8
), pp.
425
466
.
10.
Dolgov
,
D.
,
Thrun
,
S.
,
Montemerlo
,
M.
, and
Diebel
,
J.
,
2010
, “
Path Planning for Autonomous Vehicles in Unknown Semi-Structured Environments
,”
Int. J. Rob. Res.
,
29
(
5
), pp.
485
501
.
11.
Werling
,
M.
,
Kammel
,
S.
,
Ziegler
,
J.
, and
Groll
,
L.
,
2012
, “
Optimal Trajectories for Time-Critical Street Scenarios Using Discretized Terminal Manifolds
,”
Int. J. Rob. Res.
,
31
(
3
), pp.
346
359
.
12.
Xu
,
W.
,
Wei
,
J.
,
Dolan
,
J.
,
Zhao
,
H.
, and
Zha
,
H.
,
2012
, “
A Real-Time Motion Planner With Trajectory Optimization for Autonomous Vehicles
,”
IEEE
International Conference on Robotics and Automation
,
Saint Paul, MN
, May 14–18, pp.
2061
2067
.
13.
Hattori
,
Y.
,
Ono
,
E.
, and
Hosoe
,
S.
,
2008
, “
An Optimum Vehicle Trajectory Control for Obstacle Avoidance With the Shortest Longitudinal Traveling Distance
,”
IEEE
International Conference on Mechatronics and Automation
,
Takamatsu, Japan
, Aug. 5–8, pp.
13
20
.
14.
Kelly
,
D.
, and
Sharp
,
R.
,
2010
, “
Time-Optimal Control of the Race Car: A Numerical Method to Emulate the Ideal Driver
,”
Veh. Syst. Dyn.
,
48
(
12
), pp.
1461
1474
.
15.
Nanao
,
M.
, and
Ohtsuka
,
T.
,
2011
, “
Vehicle Dynamics Control for Collision Avoidance Considering Physical Limitations
,”
IEEE
Society of Instrumentation and Control Engineers Annual Conference
,
Tokyo, Japan
, Sept. 13–18, pp.
688
693
.
16.
Kanayama
,
Y. J.
, and
Hartman
,
B. I.
,
1997
, “
Smooth Local-Path Planning for Autonomous Vehicles1
,”
Int. J. Rob. Res.
,
16
(
3
), pp.
263
284
.
17.
Kritayakirana
,
K.
,
2012
, “
Autonomous Vehicle Control at the Limits of Handling
,” Ph.D. thesis, Stanford University, Stanford, CA.
18.
Funke
,
J.
,
Theodosis
,
P.
,
Hindiyeh
,
R.
,
Stanek
,
G.
,
Kritatakirana
,
K.
,
Gerdes
,
C.
,
Langer
,
D.
,
Hernandez
,
M.
,
Muller-Bessler
,
B.
, and
Huhnke
,
B.
,
2012
, “
Up to the Limits: Autonomous Audi TTS
,”
IEEE
Intelligent Vehicles Symposium (IV)
,
Alcala de Henares
,
Spain
, June 3–7, pp.
541
547
.
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