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Sensor Selection for Maneuver Classification (2004)
| Venue: | In proceedings of the 7th IEEE International ITSC Conference |
| Citations: | 2 - 1 self |
BibTeX
@INPROCEEDINGS{Torkkola04sensorselection,
author = {Kari Torkkola and Srihari Venkatesan and Huan Liu},
title = {Sensor Selection for Maneuver Classification},
booktitle = {In proceedings of the 7th IEEE International ITSC Conference},
year = {2004}
}
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Abstract
Abstract — To determine when to present information from various devices or services to the driver of an automobile, it is necessary to determine whether a driver is engaged in a difficult driving situation that requires extensive attention. We present simulator experiments in determining what sensors make classification of driving states into such maneuvers possible, using various machine learning techniques. Our findings indicate that a small number of derived sensor signals can accomplish the task.
