Motion artifact variability in biomagnetic wearable devices.

IF 2.7 Q3 ENGINEERING, BIOMEDICAL
Frontiers in medical technology Pub Date : 2024-10-17 eCollection Date: 2024-01-01 DOI:10.3389/fmedt.2024.1457535
Negin Ghahremani Arekhloo, Huxi Wang, Hossein Parvizi, Asfand Tanwear, Siming Zuo, Michael McKinlay, Carlos Garcia Nuñez, Kianoush Nazarpour, Hadi Heidari
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Abstract

Motion artifacts can be a significant noise source in biomagnetic measurements when magnetic sensors are not separated from the signal source. In ambient environments, motion artifacts can be up to ten times stronger than the desired signals, varying with environmental conditions. This study evaluates the variability of these artifacts and the effectiveness of a gradiometer in reducing them in such settings. To achieve these objectives, we first measured the single channel output in varying magnetic field conditions to observe the effect of homogeneous and gradient background fields. Our analysis revealed that the variability in motion artifact within an ambient environment is primarily influenced by the gradient magnetic field rather than the homogeneous one. Subsequently, we configured a gradiometer in parallel and vertical alignment with the direction of vibration (X-axis). Our findings indicated that in a gradient background magnetic field ranging from 1 nT/mm to 10 nT/mm, the single-channel sensor output exhibited a change of 164.97 pT per mm unit increase, while the gradiometer output showed a change of only 0.75 pT/mm within the same range. Upon repositioning the gradiometer vertically (Y direction), perpendicular to the direction of vibration, the single-channel output slope increased to 196.85 pT, whereas the gradiometer output only increased by 1.06 pT/mm for the same range. Our findings highlight the influence of ambient environments on motion artifacts and demonstrate the potential of gradiometers to mitigate these effects. In the future, we plan to record biomagnetic signals both inside and outside the shielded room to compare the efficacy of different gradiometer designs under varying environmental conditions.

生物磁性可穿戴设备的运动伪影变异。
当磁性传感器没有与信号源分离时,运动伪影可能是生物磁测量中的一个重要噪声源。在环境条件不同的情况下,运动伪影的强度可达所需信号的十倍。本研究评估了这些伪影的可变性以及梯度仪在这种环境下减少伪影的有效性。为了实现这些目标,我们首先测量了不同磁场条件下的单通道输出,以观察均质和梯度背景场的影响。我们的分析表明,环境中运动伪影的变化主要受梯度磁场而非均质磁场的影响。随后,我们配置了一个与振动方向(X 轴)平行且垂直的梯度仪。我们的研究结果表明,在 1 nT/mm 到 10 nT/mm 的梯度背景磁场中,单通道传感器输出每增加 1 mm 单位显示 164.97 pT 的变化,而梯度仪输出在相同范围内仅显示 0.75 pT/mm 的变化。将梯度仪垂直于振动方向(Y 方向)重新定位后,单通道输出斜率增至 196.85 pT,而梯度仪输出在相同范围内仅增加了 1.06 pT/mm。我们的研究结果凸显了周围环境对运动伪影的影响,并证明了梯度仪减轻这些影响的潜力。今后,我们计划在屏蔽室内外记录生物磁信号,以比较不同梯度仪设计在不同环境条件下的功效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.70
自引率
0.00%
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0
审稿时长
13 weeks
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