Computer vision approaches for vehicle sideslip angle estimation

被引:3
作者
Serena, Leonardo [1 ]
Lenzo, Basilio [1 ]
Bruschetta, Mattia [2 ]
de Castro, Ricardo [3 ]
机构
[1] Univ Padua, Dept Ind Engn, Padua, Italy
[2] Univ Padua, Dept Informat Engn, Padua, Italy
[3] Univ Calif Merced, Dept Mech Engn, Merced, CA USA
来源
2023 IEEE INTERNATIONAL WORKSHOP ON METROLOGY FOR AUTOMOTIVE, METROAUTOMOTIVE | 2023年
关键词
Sideslip; Vehicle dynamics; Computer vision;
D O I
10.1109/MetroAutomotive57488.2023.10219124
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
Vehicle sideslip angle, defined as the angle between the longitudinal axis of a vehicle and its velocity vector, is a crucial parameter in vehicle dynamics. Unfortunately vehicle sideslip angle is very hard to access directly, therefore a variety of estimation methods have been developed so far. Such estimation methods are essentially based on model-based approaches or neural networks. This paper looks at the problem from a fresh angle, by investigating possible solutions to measure vehicle sideslip angle via computer vision techniques, harnessing recent improvements in computer vision algorithms. Preliminary experiments on a radio-controlled scaled vehicle show promising results using the "phase correlation" algorithm.
引用
收藏
页码:181 / 186
页数:6
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