Conference proceedings article
Safety Assessment of Driving Behavior in Multi-Lane Traffic for Autonomous Vehicles



Publication Details
Authors:
Buss, M.; Althoff, M.; Stursberg, O.
Editor:
IEEE
Publisher:
IEEE
Place:
Xi'an, China
Publication year:
2009
Pages range:
893-900
Book title:
Intelligent Vehicles Symposium, 2009 IEEE
ISBN:
978-1-4244-3503-6

Abstract
An approach for the safety assessment of planned trajectories of autonomous vehicles is presented. Due to the unsafe nature of road traffic, the proposed safety assessment is performed in a probabilistic setting, where the probability distributions of possible future positions of traffic participants are computed based on dynamic models. The underlying algorithms have to be efficient as they need to provide a safety level of the currently planned path while the vehicle is in operation. In order to achieve the necessary efficiency of computation, the dynamics of traffic participants is abstracted into Markov-chains. The approach considers vehicle dynamics, interaction between traffic participants, and lane changes in multi-lane traffic.


Authors/Editors

Last updated on 2018-19-12 at 11:22