Modeling of tri-axial accelerometers in a self-designed wearable inertial measurement unit

H. Alqudah, X. Cui, Lin Ye, Kai Cao, J. Szymanski, Ying Guo, Steven W. Su
{"title":"Modeling of tri-axial accelerometers in a self-designed wearable inertial measurement unit","authors":"H. Alqudah, X. Cui, Lin Ye, Kai Cao, J. Szymanski, Ying Guo, Steven W. Su","doi":"10.1109/ICSENST.2015.7438470","DOIUrl":null,"url":null,"abstract":"This paper introduces a self-designed wearable inertial measurement unit (IMU-BMSJv2) and the calibration of its tri-axial accelerometers. We compare two popular accelerometer calibration approaches, the classical method (attitude dependent) and auto calibration method (attitude independent). Both these two calibration methods have been applied for the calibration of the self-designed IMU-BMSJv2; verification experiments have been carried out for the calibration of the tri-axial accelerometers. Experimental results show that although the auto-calibration method has the advantage of attitude independency, the classical calibration method can achieve better parameter estimation. We thus claim that the attitude dependent calibration method is still the first option considered when certain experimental conditions are satisfied.","PeriodicalId":375376,"journal":{"name":"2015 9th International Conference on Sensing Technology (ICST)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 9th International Conference on Sensing Technology (ICST)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSENST.2015.7438470","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

This paper introduces a self-designed wearable inertial measurement unit (IMU-BMSJv2) and the calibration of its tri-axial accelerometers. We compare two popular accelerometer calibration approaches, the classical method (attitude dependent) and auto calibration method (attitude independent). Both these two calibration methods have been applied for the calibration of the self-designed IMU-BMSJv2; verification experiments have been carried out for the calibration of the tri-axial accelerometers. Experimental results show that although the auto-calibration method has the advantage of attitude independency, the classical calibration method can achieve better parameter estimation. We thus claim that the attitude dependent calibration method is still the first option considered when certain experimental conditions are satisfied.
自行设计的可穿戴惯性测量装置中三轴加速度计的建模
本文介绍了自行设计的可穿戴式惯性测量单元(IMU-BMSJv2)及其三轴加速度计的标定。我们比较了两种常用的加速度计校准方法,经典方法(姿态相关)和自动校准方法(姿态无关)。并将这两种标定方法应用于自行设计的IMU-BMSJv2的标定;对三轴加速度计的标定进行了验证实验。实验结果表明,尽管自标定方法具有姿态无关的优点,但经典标定方法可以获得更好的参数估计。因此,我们声称,当某些实验条件得到满足时,姿态相关校准方法仍然是考虑的第一选择。
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