基于磁力计的可穿戴惯性测量单元现场同步方法

IF 2.4 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
T. Gilbert, Zexiao Lin, Sally Day, Antonia Hamilton, Jamie A. Ward
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引用次数: 0

摘要

本文介绍了一种利用板载磁力计同步多个无线惯性测量单元传感器(IMU)的新方法。基本方法是利用外部电磁脉冲产生一个由多个 IMU 的磁力计测量的已知事件,然后利用该事件使设备同步。使用四个商用 IMU 进行的初步评估显示,在 25 Hz 采样率的限制下,最大误差为每小时 40 毫秒。在此基础上,我们引入了一种新方法来提高同步性,使其超越采样率的限制,并在使用 8 个 IMU 的进一步研究中对其进行了评估。我们发现,一连串电磁脉冲(总持续时间<3 秒)可将最大同步误差降至 8 毫秒(采样率为 25 赫兹,并考虑到磁场发生器的瞬态响应时间)。这种方法的优势在于,它可以同时或单独应用于多个设备,而无需将它们从使用环境中移除。因此,这种方法特别适用于同步佩戴在身上的多人身上的传感器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A magnetometer-based method for in-situ syncing of wearable inertial measurement units
This paper presents a novel method to synchronize multiple wireless inertial measurement unit sensors (IMU) using their onboard magnetometers. The basic method uses an external electromagnetic pulse to create a known event measured by the magnetometer of multiple IMUs and in turn uses this to synchronize the devices. An initial evaluation using four commercial IMUs reveals a maximum error of 40 ms per hour as limited by a 25 Hz sample rate. Building on this we introduce a novel method to improve synchronization beyond the limitations imposed by the sample rate and evaluate this in a further study using 8 IMUs. We show that a sequence of electromagnetic pulses, in total lasting <3-s, can reduce the maximum synchronization error to 8 ms (for 25 Hz sample rate, and accounting for the transient response time of the magnetic field generator). An advantage of this method is that it can be applied to several devices, either simultaneously or individually, without the need to remove them from the context in which they are being used. This makes the approach particularly suited to synchronizing multi-person on-body sensors while they are being worn.
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来源期刊
Frontiers in Computer Science
Frontiers in Computer Science COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-
CiteScore
4.30
自引率
0.00%
发文量
152
审稿时长
13 weeks
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