Investigation of the possibility of using an overhanging arm support structure for the perception sensor system to be developed on the ZalaZONE test track
Abstract
Sensor systems on infrastructure can improve autonomous driving safety by providing more accurate traffic measurements than onboard sensors, but their calibration can be disrupted by vibrations in strong winds. Since rigidly fixing the support structures is costly and sometimes impractical, software-based stabilization is needed, and this article explores the issue's severity and potential solutions for compensating these vibrations.
References
Zhang, Z. (2000). A flexible new technique for camera calibration. IEEE Transactions on pattern analysis and machine intelligence, 22(11), 1330-1334. DOI: https://doi.org/10.1109/34.888718
Krammer, „Providentia--A Large-Scale Sensor System for the Assistance of Autonomous Vehicles and Its Evaluation,” arXiv preprint arXiv:1906.06789, 2019. URL: https://arxiv.org/abs/1906.06789
Kumala, „NordicWay and Coop cellular C-ITS pilot projects first results,” 11th ITS European Congress: Delivering Future Cities Now, 2016. URL: https://cris.vtt.fi/en/publications/nordicway-and-coop-cellular-c-its-pilot-projects-first-results
R. Hartley, Multiple view geometry in computer vision, Cambridge: Cambridge university press, 2003. URL: https://www.r-5.org/files/books/computers/algo-list/image-processing/vision/Richard_Hartley_Andrew_Zisserman-Multiple_View_Geometry_in_Computer_Vision-EN.pdf
„OpenCV Documentation,” [Online]. URL: https://docs.opencv.org/3.4/d9/d0c/group__calib3d.html [Hozzáférés dátuma: 08 2024].
Chetverikov, „The trimmed iterative closest point algorithm,” in Internatio-nal Conference on Pattern Recognition, 2002. URL: https://ieeexplore.ieee.org/document/1047997. DOI: https://doi.org/10.1109/ICPR.2002.1047997
Zitkovic, „Efficient adaptive density estimation per image pixel for the task of background subtraction,” Pattern recognition letters, 2006. DOI: https://doi.org/10.1016/j.patrec.2005.11.005
Lowe, „Sift-the scale invariant feature transform,” Int. J, 2004. URL: https://pdfs.semanticscholar.org/19d1/c9a4546d840269ef534f6c1c8e3798ce81ac.pdf
Fischler, „Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography,” 1981. Communications of the ACM, 24(6):381 – 395. DOI: https://doi.org/10.1145/358669.358692
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