Design of visual odometry system for mobile robot

M. Ruzicka, P. Masek
{"title":"Design of visual odometry system for mobile robot","authors":"M. Ruzicka, P. Masek","doi":"10.1109/MECHATRONIKA.2014.7018318","DOIUrl":null,"url":null,"abstract":"This paper deals with design of hybrid software and hardware sensor, which can be used for mobile robots visual odometry task. The paper is focused to sensing raw data only. This approach combines onboard hardware sensors - accelerometer, gyroscope, magnetometer and camera with software module, which is mainly based on computer vision. Output from vision system is relative change of position and rotation of mobile robot. The position change is calculated for two axes based on vision data and the relative rotation is based on data fusion of three onboard sensors.","PeriodicalId":430829,"journal":{"name":"Proceedings of the 16th International Conference on Mechatronics - Mechatronika 2014","volume":"12 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 16th International Conference on Mechatronics - Mechatronika 2014","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MECHATRONIKA.2014.7018318","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

This paper deals with design of hybrid software and hardware sensor, which can be used for mobile robots visual odometry task. The paper is focused to sensing raw data only. This approach combines onboard hardware sensors - accelerometer, gyroscope, magnetometer and camera with software module, which is mainly based on computer vision. Output from vision system is relative change of position and rotation of mobile robot. The position change is calculated for two axes based on vision data and the relative rotation is based on data fusion of three onboard sensors.
移动机器人视觉里程计系统设计
本文研究了一种可用于移动机器人视觉里程测量任务的软硬件混合传感器的设计。本文只关注传感原始数据。该方法将车载硬件传感器——加速度计、陀螺仪、磁力计和摄像头与软件模块相结合,软件模块主要基于计算机视觉。视觉系统输出的是移动机器人位置和旋转的相对变化。基于视觉数据计算两个轴的位置变化,基于三个机载传感器的数据融合计算相对旋转。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信