Improvement of HRV methodology for positive/negative emotion assessment

Wanqing Wu, Jungtae Lee
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引用次数: 31

Abstract

Heart rate variability (HRV) dynamics are particularly sensitive to changes in emotional states, and positive and negative emotions can readily be distinguished by changes in heart rhythm patterns. In this paper, we proposed an improved methodology which is a full set of methods from hardware design to software development for HRV analysis. Firstly, a multi-channel ECG acquisition device has been designed for ECG signal collection, and then we developed a full-featured ECG monitoring system which suitable for real-time ECG display, signal pre-processing, high accuracy R wave detection and HRV analysis in time and frequency domain. Moreover, this study investigates the relationship between HRV and positive/negative emotion. The experiment consists of three tasks: eyes-open, pleasant images and unpleasant images. 15 healthy, right-handed volunteers (female 5, male 10) participated in the experiment; all of them are college student between 18 and 25 years. We find that there is significant correlation between HRV and positive/negative emotion. Subjects who had high SDNN and high LF exhibit greater activation of autonomic nervous system and vice versa. These results which demonstrated the relationship between automatic nervous system and psychological response on positive/negative stimulus can help us for self-emotion management and regulation, as well as determine the clinical utility of psychological intervention.
积极/消极情绪评估HRV方法的改进
心率变异性(HRV)动态对情绪状态的变化特别敏感,积极和消极的情绪可以很容易地通过心律模式的变化来区分。本文提出了一种改进的HRV分析方法,即从硬件设计到软件开发的一整套方法。首先设计了多通道心电采集装置用于心电信号采集,然后开发了一套功能齐全的心电监测系统,该系统适用于实时心电显示、信号预处理、高精度R波检测以及时频域HRV分析。此外,本研究还探讨了心率变异与积极/消极情绪的关系。实验包括三个任务:睁大眼睛,愉快的图像和不愉快的图像。15名健康的右撇子志愿者(女性5人,男性10人)参加了实验;他们都是18到25岁的大学生。我们发现心率变异与积极/消极情绪之间存在显著相关。高SDNN和高LF的受试者表现出更大的自主神经系统激活,反之亦然。这些结果揭示了自动神经系统与正/负刺激心理反应之间的关系,有助于我们对自我情绪进行管理和调节,并确定心理干预的临床效果。
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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