Mental stress assessment - a comparison between HRV based and respiration based techniques

Shreyansh Gandhi, M. Baghini, S. Mukherji
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引用次数: 10

Abstract

Quantitative mental stress measurement is becoming important due to increasing stress in daily routine. There are many academically used methods based on Heart Rate Variability (HRV) for measurement of stress, yet the sensitivity of these methods is questioned in real life setting. Inhalation and exhalation during breathing is related to the sympathetic (SNS) and parasympathetic nervous system (PNS) balance. Stress being the disturbance of the SNS and PNS, changes the patterns of breathing. In this paper we present a comparative study of stress measurement methods including a novel respiration based method and their dependency on factors such as health condition. Data was collected from a population of 253 subjects using wearable sensors.
精神压力评估-基于HRV和基于呼吸的技术之间的比较
由于日常生活中压力的增加,定量的心理压力测量变得越来越重要。学术上有许多基于心率变异性(HRV)的压力测量方法,但这些方法在现实生活中的敏感性受到质疑。呼吸过程中的吸入和呼出与交感神经系统(SNS)和副交感神经系统(PNS)平衡有关。压力是对SNS和PNS的干扰,改变了呼吸模式。在本文中,我们提出了应力测量方法的比较研究,包括一种新的基于呼吸的方法及其对健康状况等因素的依赖。使用可穿戴传感器从253名受试者中收集数据。
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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