Temporary Road Marking Paint for Vehicle Perception Tests

被引:1
|
作者
Katzorke, Nils [1 ]
Langwaldt, Lisa-Marie [1 ,2 ]
Schunggart, Lara [1 ,2 ]
机构
[1] Mercedes Benz AG, Res & Dev Dept, D-70372 Stuttgart, Germany
[2] Furtwangen Univ, Fac Ind Technol, D-78532 Tuttlingen, Germany
来源
APPLIED SCIENCES-BASEL | 2024年 / 14卷 / 16期
关键词
active perception; autonomous driving; image processing; paints; road marking; road safety; sensors; testing; PAVEMENT MARKINGS;
D O I
10.3390/app14167362
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Featured Application The gained knowledge can be applied by road marking material manufacturers and automotive proving ground operators to provide road marking scenarios on test tracks to test perception systems that work with camera or LiDAR sensors. The investigated method is especially useful for urban scenarios with road markings that have complex geometric shapes, such as small radii, symbols, lettering, and specific corner shapes for parking slots.Abstract In order to test camera- and LiDAR-based perception of road markings for automated driving, vehicle developers have started to utilize concepts for the agile alteration of road marking patterns on proving grounds. Road marking materials commonly used within this concept are different types of tape that can easily be applied and removed on asphalt and concrete. Due to the elasticity of tape, it cannot be used efficiently for small radii, symbols, lettering, and specific corner shapes (e.g., for parking slots). These road marking patterns are common in urban environments. With the growing capability of automated driving systems and more applications for urban environments, edgy road marking shapes gain importance for proving ground testing. This study examines the use of water-soluble road marking paint specifically designed for the use case of temporary applications on proving grounds for camera- and LiDAR-based perception testing. We found that white, water-soluble paint with 1.5% binder content and 2.25% coalescing agent content can provide realistic road markings for vehicle testing purposes. However, solubility affects the paint's vulnerability to fading during rain. Hence, renewal activities over the course of longer test drives might be necessary. The paint could be removed using water pressure without significant residue or damaging of the asphalt.
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页数:19
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