Heading Computation Using Magnetometer, Inertial Sensors and Bluetooth Communication

S. Mischie, L. Mâtiu-Iovan
{"title":"Heading Computation Using Magnetometer, Inertial Sensors and Bluetooth Communication","authors":"S. Mischie, L. Mâtiu-Iovan","doi":"10.1109/COMM48946.2020.9142015","DOIUrl":null,"url":null,"abstract":"The paper presents the required steps to implement the heading computation using the magnetometer and inertial sensors that are available on the CC2650 Sensor Tag. This device is powered by a coin battery and can communicate with a PC or smartphone by Bluetooth Low Energy (BLE) technology. A MATLAB application is implemented on the PC that receives data from CC2650 Sensor Tag and performs the computations to obtain the heading and display it in real-time. The first step is to calibrate the magnetometer. Then the heading is computed. In order to improve the performance, a fusion with the gyroscope data using the Kalman filter is performed. The 3D orientation of CC2650 Sensor Tag is also computed using data from all the sensors and the new functions introduced in MATLAB. Theoretical background and experimental results are presented.","PeriodicalId":405841,"journal":{"name":"2020 13th International Conference on Communications (COMM)","volume":"610 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 13th International Conference on Communications (COMM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/COMM48946.2020.9142015","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

The paper presents the required steps to implement the heading computation using the magnetometer and inertial sensors that are available on the CC2650 Sensor Tag. This device is powered by a coin battery and can communicate with a PC or smartphone by Bluetooth Low Energy (BLE) technology. A MATLAB application is implemented on the PC that receives data from CC2650 Sensor Tag and performs the computations to obtain the heading and display it in real-time. The first step is to calibrate the magnetometer. Then the heading is computed. In order to improve the performance, a fusion with the gyroscope data using the Kalman filter is performed. The 3D orientation of CC2650 Sensor Tag is also computed using data from all the sensors and the new functions introduced in MATLAB. Theoretical background and experimental results are presented.
利用磁力计、惯性传感器和蓝牙通信进行航向计算
本文介绍了使用CC2650传感器标签上可用的磁力计和惯性传感器实现航向计算所需的步骤。该设备由硬币电池供电,可以通过低功耗蓝牙(BLE)技术与PC或智能手机通信。在PC机上实现了一个MATLAB应用程序,该程序接收CC2650传感器标签的数据并进行计算以获得航向并实时显示。第一步是校准磁力计。然后计算标题。为了提高性能,利用卡尔曼滤波对陀螺仪数据进行融合。利用所有传感器的数据和MATLAB中引入的新函数,计算了CC2650传感器标签的三维方向。给出了理论背景和实验结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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:604180095
Book学术官方微信