容错惯性测量单元的设计与实现

Ufuk Guner, Janset Dasdemir
{"title":"容错惯性测量单元的设计与实现","authors":"Ufuk Guner, Janset Dasdemir","doi":"10.1109/ICEEE52452.2021.9415968","DOIUrl":null,"url":null,"abstract":"In this paper, we propose a novel design of a redundant inertial measurement unit (IMU) with hardware-based fault detection and fault-tolerant quaternion-based extended Kalman filter (EKF). The IMU consists of cost-effective 9 degrees of freedom (DOF) analog inertial sensors and low cost 9-DOF single-chip digital inertial sensors. The self-test features of analog sensors have been used to examine if both the sensor and signal conditioning circuits are working properly. In case of sensor failure, a switching algorithm isolates the failed sensor and the system continues to operate with the redundant sensor. The switching algorithm has been implemented according to the quaternion based EKF. The proposed fault detection and isolation (FDI) approach has been experimentally tested on a rotary table with two axes and the results show that the proposed method provides reliable measurement in case of a sensor failure.","PeriodicalId":429645,"journal":{"name":"2021 8th International Conference on Electrical and Electronics Engineering (ICEEE)","volume":"116 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Design and Implementation of Fault Tolerant Inertial Measurement Unit\",\"authors\":\"Ufuk Guner, Janset Dasdemir\",\"doi\":\"10.1109/ICEEE52452.2021.9415968\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we propose a novel design of a redundant inertial measurement unit (IMU) with hardware-based fault detection and fault-tolerant quaternion-based extended Kalman filter (EKF). The IMU consists of cost-effective 9 degrees of freedom (DOF) analog inertial sensors and low cost 9-DOF single-chip digital inertial sensors. The self-test features of analog sensors have been used to examine if both the sensor and signal conditioning circuits are working properly. In case of sensor failure, a switching algorithm isolates the failed sensor and the system continues to operate with the redundant sensor. The switching algorithm has been implemented according to the quaternion based EKF. The proposed fault detection and isolation (FDI) approach has been experimentally tested on a rotary table with two axes and the results show that the proposed method provides reliable measurement in case of a sensor failure.\",\"PeriodicalId\":429645,\"journal\":{\"name\":\"2021 8th International Conference on Electrical and Electronics Engineering (ICEEE)\",\"volume\":\"116 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-04-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 8th International Conference on Electrical and Electronics Engineering (ICEEE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICEEE52452.2021.9415968\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 8th International Conference on Electrical and Electronics Engineering (ICEEE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICEEE52452.2021.9415968","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

本文提出了一种基于硬件故障检测和容错四元数扩展卡尔曼滤波的冗余惯性测量单元(IMU)的新设计。IMU由低成本的9自由度模拟惯性传感器和低成本的9自由度单芯片数字惯性传感器组成。模拟传感器的自检功能被用来检查传感器和信号调理电路是否工作正常。当传感器发生故障时,切换算法将故障传感器隔离,系统在冗余传感器的支持下继续运行。根据基于四元数的EKF算法实现了切换算法。在一个双轴转台上对所提出的故障检测与隔离方法进行了实验测试,结果表明,当传感器发生故障时,所提出的方法能够提供可靠的测量结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design and Implementation of Fault Tolerant Inertial Measurement Unit
In this paper, we propose a novel design of a redundant inertial measurement unit (IMU) with hardware-based fault detection and fault-tolerant quaternion-based extended Kalman filter (EKF). The IMU consists of cost-effective 9 degrees of freedom (DOF) analog inertial sensors and low cost 9-DOF single-chip digital inertial sensors. The self-test features of analog sensors have been used to examine if both the sensor and signal conditioning circuits are working properly. In case of sensor failure, a switching algorithm isolates the failed sensor and the system continues to operate with the redundant sensor. The switching algorithm has been implemented according to the quaternion based EKF. The proposed fault detection and isolation (FDI) approach has been experimentally tested on a rotary table with two axes and the results show that the proposed method provides reliable measurement in case of a sensor failure.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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:604180095
Book学术官方微信