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Path Planning for Cognitive Vehicles using Risk Maps

Schröder, J.; Gindele, T.; Jagszent, D.; Dillmann, R

Abstract: This paper reports on the behaviour decision and execution unit of AnnieWAY, an autonomous vehicle that is capable of driving through urban scenarios and that has successfully entered the finals of the DARPA Urban Challenge 2007 competition. Starting with a short description of the car and its major hardware components, we outline the underlying software structure and focus on the design of the behavior decision module. The selection of maneuvers necessary to accomplish the mission is conducted online via a concurrent hierarchical state machine that specifically ascertains behavior in accordance with California traffic rules. The states and transitions used to model a adequate behaviour are described. We conclude with a report of the results achieved during the competition.

Zugehörige Institution(en) am KIT Institut für Anthropomatik (IFA)
Publikationstyp Proceedingsbeitrag
Jahr 2008
Sprache Englisch
Identifikator ISBN: 978-1-4244-2568-6
KITopen ID: 1000027001
Erschienen in IEEE Intelligent Vehicles Symposium, Eindhoven, Netherlands, 4 - 6 June 2008
Verlag IEEE, Piscataway (NJ)
Seiten 1131 - 1136
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