A mobile mapping solution for VRU Infrastructure monitoring via low-cost LiDAR-sensors
Vogt J, Ilic M, Bogenberger K (2023)
Publication Type: Journal article
Publication year: 2023
Journal
DOI: 10.1080/17489725.2023.2238660
Abstract
LiDAR scanning is a widely-used method for accurately assessing roads and vehicular infrastructure. However, it can be costly and often overlooks infrastructure important for Vulnerable Road Users (VRU) like pedestrians and cyclists. Advances in electronics now permit high-performance LiDAR sensors made of standard semiconductor materials to be integrated into personal devices like smartphones and tablets. This study introduces a new classification category of handheld LiDAR systems for the purpose of VRU infrastructure mapping on a smaller scale. Qualitative experiments using a handheld LiDAR system were conducted to achieve low-cost mobile mapping of VRU infrastructure. The 3D Scanner App facilitated detailed and qualitative point cloud generation at low speeds. Moreover, it demonstrated precise detection of perpendicular potholes and bumps on roads. A quantitative analysis based on several infrastructure damages was performed, revealing mean average percentage errors of 3.53%, 4.43%, and 10.57% in the x-, y-, and z-directions, respectively. While the accuracy in the x- and y-directions is acceptable, the higher z-direction error indicates overestimation of infrastructural damage depth. In conclusion, the sensor's capabilities enable cost-effective mobile mapping solutions for VRU infrastructure monitoring, such as crowd-sourcing for urban data mining and urban digital twin interfaces, significantly reducing expenses compared to traditional sensors.
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Germany (DE)How to cite
APA:
Vogt, J., Ilic, M., & Bogenberger, K. (2023). A mobile mapping solution for VRU Infrastructure monitoring via low-cost LiDAR-sensors. Journal of Location Based Services. https://dx.doi.org/10.1080/17489725.2023.2238660
MLA:
Vogt, Johanna, Mario Ilic, and Klaus Bogenberger. "A mobile mapping solution for VRU Infrastructure monitoring via low-cost LiDAR-sensors." Journal of Location Based Services (2023).
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