Maneuver decision for active pedestrian protection under uncertainty

作者: Christian Braeuchle , Folko Flehmig , Wolfgang Rosenstiel , Thomas Kropf

DOI: 10.1109/ITSC.2013.6728304

关键词:

摘要: To reduce fatalities in road accidents, one factor is the protection of pedestrians as vulnerable users. Active driver assistance systems are able to accident severity or even avoid collisions with pedestrians. Besides emergency braking, evasive steering interventions combined lateral and longitudinal maneuvers can increase avoidance potential. For system ability perform more than these a maneuver decision has be done. Choosing optimal become difficult case uncertain pedestrian motion prediction. This paper will introduce method identify regarding specific scenario. The advantage compared state art consideration pedestrian's injury risk well future movements. Therefore difference certain quantified benefit obtained.

参考文章(6)
Rolf Isermann, Eva Bender, Ralph Bruder, Michael Darms, Matthias Schorn, Ulrich Stählin, Hermann Winner, Antikollisionssystem PRORETA – Integrierte Lösung für ein unfallvermeidendes Fahrzeug Handbuch Fahrerassistenzsysteme. pp. 632- 646 ,(2009) , 10.1007/978-3-8348-9977-4_42
Christoph G. Keller, Thao Dang, Hans Fritz, Armin Joos, Clemens Rabe, Dariu M. Gavrila, Active Pedestrian Safety by Automatic Braking and Evasive Steering IEEE Transactions on Intelligent Transportation Systems. ,vol. 12, pp. 1292- 1304 ,(2011) , 10.1109/TITS.2011.2158424
M. Althoff, O. Stursberg, M. Buss, Model-Based Probabilistic Collision Detection in Autonomous Driving IEEE Transactions on Intelligent Transportation Systems. ,vol. 10, pp. 299- 310 ,(2009) , 10.1109/TITS.2009.2018966
Andreas Tamke, Thao Dang, Gabi Breuel, A flexible method for criticality assessment in driver assistance systems ieee intelligent vehicles symposium. pp. 697- 702 ,(2011) , 10.1109/IVS.2011.5940482
Adam Berthelot, Andreas Tamke, Thao Dang, Gabi Breuel, Handling uncertainties in criticality assessment ieee intelligent vehicles symposium. pp. 571- 576 ,(2011) , 10.1109/IVS.2011.5940483
Christoph G. Keller, Christoph Hermes, Dariu M. Gavrila, Will the Pedestrian Cross? Probabilistic Path Prediction Based on Learned Motion Features Lecture Notes in Computer Science. ,vol. 6835, pp. 386- 395 ,(2011) , 10.1007/978-3-642-23123-0_39