三轴头戴式加速度计头部脉动信号分析

O. Lahdenoja, Tero Hurnanen, Juho Koskinen, M. Kaisti, Kim Munck, S. Schmidt, T. Koivisto, Mikko Pänkäälä
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引用次数: 1

摘要

以前,使用单轴加速度计,已经提出在创伤性脑损伤(TBI)等情况下,脑脉冲信号特征发生变化,可能是由于对大脑的冲击引起的变化。在本文中,我们的目标是验证使用定制的嵌入式测量系统来分析头部脉动信号。该系统由多个同步高采样率3轴加速度计和一个同步胸电组成。在我们的案例中,当受试者处于仰卧位时,在人的头部表面使用了三个加速度计(在左太阳穴,前额和右太阳穴)。为了说明可以提取适当的信号质量,我们从五个健康男性志愿者的每个传感器和每个轴中得出心率(HR)和心率变异性(HRV)。结果被报道为与ECG相反的地面事实。这项研究将为进一步的临床试验奠定基础,利用多轴加速度计研究健康和患病受试者(如脑外伤患者)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Head Pulsation Signal Analysis for 3-Axis Head-Worn Accelerometers
Previously, using single-axis accelerometers, it has been proposed that in conditions such as traumatic brain injury (TBI) the brain pulsation signal characteristics change, potentially due to changes induced by the impact to the brain. In this paper, we aim to validate the use of a custom built embedded measurement system towards the analysis of the head pulsation signals. The system comprises of several synchronized high sampling rate 3-axis accelerometers and a simultaneous chest ECG. In our case three accelerometers on the surface of human head are used (in left temple, forehead and right temple), while the subject were in supine position. To illustrate that a proper signal quality may be extracted, we derive heart rate (HR) and heart rate variability (HRV) from each sensor and each axis for each of five healthy male volunteers. The results are reported against ECG as the ground truth. This study will build ground for further clinical trial utilizing multi-axial accelerometers to study both healthy and diseased subjects (e.g. TBI patients).
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