Path Assignment Techniques For Vehicle Tracking

Autor:	Altendorfer, Richard, Wirkert, Sebastian
Rok vydání:	2017
Předmět:	Electrical Engineering and Systems Science - Systems and Control Computer Science - Robotics
Zdroj:	Proceedings of the IEEE Intelligent Vehicles Symposium (2014) 1451-1456
Druh dokumentu:	Working Paper
DOI:	10.1109/IVS.2014.6856510
Popis:	Many driver assistance systems such as Adaptive Cruise Control require the identification of the closest vehicle that is in the host vehicle's path. This entails an assignment of detected vehicles to the host vehicle path or neighboring paths. After reviewing approaches to the estimation of the host vehicle path and lane assignment techniques we introduce two methods that are motivated by the rationale to filter measured data as late in the processing stages as possible in order to avoid delays and other artifacts of intermediate filters. These filters generate discrete posterior probability distributions from which a path or "lane" index is extracted by a median estimator. The relative performance of those methods is illustrated by a ROC using experimental data and labeled ground truth data. Comment: 6 pages, 9 figures
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/1702.03433 Zobrazit plný text záznamu View this record from Arxiv