Salahuddin Lizawati, Cho Jaegeol, Jeong Myeong Gi, Kim Desok
School of Engineering, Information and Communications University, Korea.
Annu Int Conf IEEE Eng Med Biol Soc. 2007;2007:4656-9. doi: 10.1109/IEMBS.2007.4353378.
Heart rate variability (HRV) analysis is commonly used as a quantitative marker depicting the activity of autonomous nervous system (ANS) that may be related to mental stress. For mobile applications, short term ECG measurement may be used for HRV analysis since the conventional five minute long recordings might be inadequately long. Short term analysis of HRV features has been investigated mostly in ECG data from normal and cardiac patients. Thus, short term HRV features may not have any relevance on the assessment of acute mental stress. In this study, we obtained ultra short term HRV features from 24 subjects during baseline stage and Stroop color word test. We validated these HRV features by showing significant differences in HRV features existed between the two stages. Our results indicated that ultra short term analysis of heart rate and RR intervals within 10 s, RMSSD and PNN50 within 30 s, HF within 40 s, LF/HF, normalized LF, and normalized HF within 50 s could be reliably performed for monitoring mental stress in mobile settings.
心率变异性(HRV)分析通常用作描述自主神经系统(ANS)活动的定量指标,而自主神经系统活动可能与精神压力有关。对于移动应用,由于传统的五分钟长时间记录可能不够长,因此可使用短期心电图测量进行HRV分析。HRV特征的短期分析大多在正常人和心脏病患者的心电图数据中进行研究。因此,短期HRV特征可能与急性精神压力的评估无关。在本研究中,我们在基线阶段和Stroop色词测试期间从24名受试者中获取了超短期HRV特征。我们通过显示两个阶段之间存在的HRV特征的显著差异来验证这些HRV特征。我们的结果表明,在移动环境中,可可靠地对10秒内的心率和RR间期、30秒内的RMSSD和PNN50、40秒内的HF、50秒内的LF/HF、归一化LF和归一化HF进行超短期分析,以监测精神压力。