Design of pedestrian detection systems for the prediction of car-to-pedestrian accidents
There is a need for specification, implementation, and evaluation of electronic systems that could detect pedestrians in front of the vehicle and predict vehicle-to-pedestrian accidents. In this study, vehicle-to-pedestrian crashes were classified into eleven typical scenarios. The essential charact...
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Format: | Tagungsbericht |
Sprache: | eng |
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Zusammenfassung: | There is a need for specification, implementation, and evaluation of electronic systems that could detect pedestrians in front of the vehicle and predict vehicle-to-pedestrian accidents. In this study, vehicle-to-pedestrian crashes were classified into eleven typical scenarios. The essential characteristics of vehicle-to-pedestrian accidents were identified. The statistical behaviors of the many different systems involved (vehicle, pedestrian, environment, and advanced driver assistance devices) were modeled. Then, Monte-Carlo simulations were carried out for critical vehicle and pedestrian road situations. The developed simulation tool allows the evaluation and validation of the performances of potential innovative systems. |
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DOI: | 10.1109/ITSC.2004.1398986 |