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  4. Motion Planning for Urban Autonomous Driving using Bezier Curves and MPC
 
conference paper

Motion Planning for Urban Autonomous Driving using Bezier Curves and MPC

Qian, Xiangjun
•
Navarro, Inaki  
•
De La Fortelle, Arnaud
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2016
2016 Ieee 19Th International Conference On Intelligent Transportation Systems (Itsc)
19th IEEE International Conference on Intelligent Transportation Systems (ITSC)

This paper presents a real-time motion planning scheme for urban autonomous driving that will be deployed as a basis for cooperative maneuvers defined in the European project AutoNet2030. We use a path-velocity decomposition approach to separate the motion planning problem into a path planning problem and a velocity planning problem. The path planner first generates a collision-free piecewise linear path and then uses quintic Bezier curves to smooth the path with C-2 continuity. A derive-free optimization technique Subplex is used to further smooth the curvature of the path in a besteffort basis. The velocity planner generates an optimal velocity profile along the reference path using Model Predictive Control (MPC), taking into account user preferences and cooperative maneuver requirements. Simulation results are presented to validate the approach, with special focus on the flexibility, cooperative-awareness and efficiency of the algorithms.

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Type
conference paper
DOI
10.1109/ITSC.2016.7795651
Web of Science ID

WOS:000392215500130

Author(s)
Qian, Xiangjun
Navarro, Inaki  
De La Fortelle, Arnaud
Moutarde, Fabien
Date Issued

2016

Publisher

Ieee

Publisher place

New York

Published in
2016 Ieee 19Th International Conference On Intelligent Transportation Systems (Itsc)
ISBN of the book

978-1-5090-1889-5

Total of pages

8

Start page

826

End page

833

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
IIE  
Event nameEvent placeEvent date
19th IEEE International Conference on Intelligent Transportation Systems (ITSC)

Rio de Janeiro, BRAZIL

NOV 01-04, 2016

Available on Infoscience
February 17, 2017
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/134375
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