Collecting Large-Scale Robotic Datasets on a High-Speed Mobile Platform
2024-12-14
会议录名称2024 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO)
ISSN2994-3566
发表状态已发表
DOI10.1109/ROBIO64047.2024.10907441
摘要

Mobile robotics datasets are essential for research on robotics, for example for research on Simultaneous Localization and Mapping (SLAM). Therefore the ShanghaiTech Mapping Robot was constructed, that features a multitude high-performance sensors and a 16-node cluster to collect all this data. That robot is based on a Clearpath Husky A200 mobile base with a maximum speed of 1 meter per second. This is fine for indoor datasets, but to col-lect large-scale outdoor datasets a faster platform is needed. This system paper introduces our high-speed mobile platform for data collection. The mapping robot is secured on the rear-steered flatbed car with maximum field of view. Additionally, two encoders collect odometry data from two of the car wheels and an external sensor plate houses a downlooking RGB and event camera. With this setup a dataset of more than 10km in the underground parking garage and the outside of our campus was collected and is published with this paper.

会议地点Bangkok, Thailand
会议日期10-14 Dec. 2024
URL查看原文
来源库IEEE
文献类型会议论文
条目标识符https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/496896
专题信息科学与技术学院_硕士生
信息科学与技术学院_PI研究组_赵登吉组
信息科学与技术学院_博士生
信息科学与技术学院_PI研究组_曹文翰组
作者单位
Key Laboratory of Intelligent Perception and Human-Machine Collaboration - ShanghaiTech University, Ministry of Education, China
第一作者单位上海科技大学
第一作者的第一单位上海科技大学
推荐引用方式
GB/T 7714
Yuxin Lin,Jiaxuan Ma,Sizhe Gu,et al. Collecting Large-Scale Robotic Datasets on a High-Speed Mobile Platform[C],2024.
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