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Novel peak detection to estimate HRV using smartphone audio

机译:使用智能手机音频估算HRV的新型峰值检测

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Heart rate variability (HRV) measures the instantaneous change in heart rate and is an important marker for checking physical condition as well as mental stress of a person. In this paper, we propose a methodology to calculate HRV of a person using smart phone audio. Heart sound is captured in the inbuilt microphone of a smart phone, by placing the device on the chest of the person. We propose a process flow to make the phone captured noisy audio signal clean and audible. Furthermore, we propose a novel peak detection algorithm for accurately locating the peaks corresponding to heart sound in the noisy audio signal. The algorithm is also capable of rejecting the noisy peaks present in the captured audio that resembles heart sound pattern. Results show that the proposed methodology yields significant improvement in estimating HRV parameters compared to a clinical pulse-oximeter device, that works on the principle of photoplethysmogram (PPG) technique.
机译:心率变异性(HRV)测量心率的瞬时变化,是检查身体状况的重要标记,以及人的心理压力。在本文中,我们提出了一种使用智能手机音频计算HRV的方法。通过将设备放在人的胸部,在智能手机的内置麦克风中捕获心脏声音。我们提出了一种流程流,使手机捕获嘈杂的音频信号清洁和听听。此外,我们提出了一种新的峰值检测算法,用于精确定位对应于嘈杂音频信号中的心声的峰值。该算法还能够拒绝捕获的音频中存在的嘈杂峰,其类似于心声图案。结果表明,与临床脉冲 - 血氧血管装置相比,所提出的方法产生了估计HRV参数的显着改善,其适用于光学血管仪(PPG)技术的原理。

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