首页> 外文会议>International Conference on Collaborative Computing: Networking, Applications and Worksharing >Improvement of HRV methodology for positive/negative emotion assessment
【24h】

Improvement of HRV methodology for positive/negative emotion assessment

机译:阳性/负面情绪评估的HRV方法改进

获取原文

摘要

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.
机译:心率变异性(HRV)动态对情绪状态的变化特别敏感,积极和负面情绪可以容易地通过心律模式的变化来区分。在本文中,我们提出了一种改进的方法,这是一种从硬件设计到软件开发的全套方法,用于HRV分析。首先,多通道ECG采集装置专为ECG信号集而设计,然后我们开发了一个全功能的ECG监控系统,适用于实时ECG显示器,信号预处理,高精度R波检测和HRV分析在时间和频域中。此外,本研究调查了HRV和正/负面情绪之间的关系。实验由三个任务组成:眼睛开放,令人愉悦的图像和令人不愉快的图像。 15健康,右手志愿者(女性5,男性10)参加了实验;所有这些都是18至25岁的大学生。我们发现HRV与正/负面情绪之间存在显着相关性。具有高SDNN和HIGH LF的受试者表现出更好的自主神经系统激活,反之亦然。这些结果表明了自动神经系统与正/负刺激的心理反应之间的关系可以帮助我们为自我情绪管理和调节,以及确定心理干预的临床效用。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号