Cargando…
Design and Calibration of Plane Mirror Setups for Mobile Robots with a 2D-Lidar
Lidar sensors are widely used for environmental perception on autonomous robot vehicles (ARV). The field of view (FOV) of Lidar sensors can be reshaped by positioning plane mirrors in their vicinity. Mirror setups can especially improve the FOV for ground detection of ARVs with 2D-Lidar sensors. Thi...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9609120/ https://www.ncbi.nlm.nih.gov/pubmed/36298182 http://dx.doi.org/10.3390/s22207830 |
_version_ | 1784818939494137856 |
---|---|
author | Kibii, James E. Dreher, Andreas Wormser, Paul L. Gimpel, Hartmut |
author_facet | Kibii, James E. Dreher, Andreas Wormser, Paul L. Gimpel, Hartmut |
author_sort | Kibii, James E. |
collection | PubMed |
description | Lidar sensors are widely used for environmental perception on autonomous robot vehicles (ARV). The field of view (FOV) of Lidar sensors can be reshaped by positioning plane mirrors in their vicinity. Mirror setups can especially improve the FOV for ground detection of ARVs with 2D-Lidar sensors. This paper presents an overview of several geometric designs and their strengths for certain vehicle types. Additionally, a new and easy-to-implement calibration procedure for setups of 2D-Lidar sensors with mirrors is presented to determine precise mirror orientations and positions, using a single flat calibration object with a pre-aligned simple fiducial marker. Measurement data from a prototype vehicle with a 2D-Lidar with a 2 m range using this new calibration procedure are presented. We show that the calibrated mirror orientations are accurate to less than 0.6° in this short range, which is a significant improvement over the orientation angles taken directly from the CAD. The accuracy of the point cloud data improved, and no significant decrease in distance noise was introduced. We deduced general guidelines for successful calibration setups using our method. In conclusion, a 2D-Lidar sensor and two plane mirrors calibrated with this method are a cost-effective and accurate way for robot engineers to improve the environmental perception of ARVs. |
format | Online Article Text |
id | pubmed-9609120 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96091202022-10-28 Design and Calibration of Plane Mirror Setups for Mobile Robots with a 2D-Lidar Kibii, James E. Dreher, Andreas Wormser, Paul L. Gimpel, Hartmut Sensors (Basel) Article Lidar sensors are widely used for environmental perception on autonomous robot vehicles (ARV). The field of view (FOV) of Lidar sensors can be reshaped by positioning plane mirrors in their vicinity. Mirror setups can especially improve the FOV for ground detection of ARVs with 2D-Lidar sensors. This paper presents an overview of several geometric designs and their strengths for certain vehicle types. Additionally, a new and easy-to-implement calibration procedure for setups of 2D-Lidar sensors with mirrors is presented to determine precise mirror orientations and positions, using a single flat calibration object with a pre-aligned simple fiducial marker. Measurement data from a prototype vehicle with a 2D-Lidar with a 2 m range using this new calibration procedure are presented. We show that the calibrated mirror orientations are accurate to less than 0.6° in this short range, which is a significant improvement over the orientation angles taken directly from the CAD. The accuracy of the point cloud data improved, and no significant decrease in distance noise was introduced. We deduced general guidelines for successful calibration setups using our method. In conclusion, a 2D-Lidar sensor and two plane mirrors calibrated with this method are a cost-effective and accurate way for robot engineers to improve the environmental perception of ARVs. MDPI 2022-10-15 /pmc/articles/PMC9609120/ /pubmed/36298182 http://dx.doi.org/10.3390/s22207830 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Kibii, James E. Dreher, Andreas Wormser, Paul L. Gimpel, Hartmut Design and Calibration of Plane Mirror Setups for Mobile Robots with a 2D-Lidar |
title | Design and Calibration of Plane Mirror Setups for Mobile Robots with a 2D-Lidar |
title_full | Design and Calibration of Plane Mirror Setups for Mobile Robots with a 2D-Lidar |
title_fullStr | Design and Calibration of Plane Mirror Setups for Mobile Robots with a 2D-Lidar |
title_full_unstemmed | Design and Calibration of Plane Mirror Setups for Mobile Robots with a 2D-Lidar |
title_short | Design and Calibration of Plane Mirror Setups for Mobile Robots with a 2D-Lidar |
title_sort | design and calibration of plane mirror setups for mobile robots with a 2d-lidar |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9609120/ https://www.ncbi.nlm.nih.gov/pubmed/36298182 http://dx.doi.org/10.3390/s22207830 |
work_keys_str_mv | AT kibiijamese designandcalibrationofplanemirrorsetupsformobilerobotswitha2dlidar AT dreherandreas designandcalibrationofplanemirrorsetupsformobilerobotswitha2dlidar AT wormserpaull designandcalibrationofplanemirrorsetupsformobilerobotswitha2dlidar AT gimpelhartmut designandcalibrationofplanemirrorsetupsformobilerobotswitha2dlidar |