Validation of a smart shirt for heart rate variability measurements at rest and during exercise

被引:3
作者
Schams, Peter [1 ]
Feodoroff, Boris [1 ]
Zacher, Jonas [2 ]
Eibl, Angi [2 ]
Froboese, Ingo [1 ]
机构
[1] German Sport Univ Cologne, Inst Movement Therapy & Movement Oriented Prevent, D-50933 Cologne, Germany
[2] German Sport Univ Cologne, Inst Cardiol & Sports Med, Cologne, Germany
关键词
bicycle ergometer; comparison study; ECG; heart rate monitor; HRV; incremental exercise test; measurement accuracy; ECG; RELIABILITY; RELEVANT; RECOVERY; SYSTEM; LOAD;
D O I
10.1111/cpf.12746
中图分类号
Q4 [生理学];
学科分类号
071003 ;
摘要
Heart rate variability (HRV) monitoring is a promising option to estimate the autonomic nervous system regulation responding to exercise. Textiles with embedded sensors recording heartbeat intervals are a simple tool for data collection. The so-called smart shirts offer comfort for daily use and are managed easily. Their measurement accuracy for HRV calculation at rest is promising, but remains questionable during exercise. Therefore, the present study validated the Ambiotex smart shirt using HRV indices (root mean square of successive differences, rel. HF power [high-frequency power percentage of total power] and rel. LF [low-frequency power percentage of total power] power) during exercise. Eighty-three healthy participants (31 +/- 6 years; 39 females, 44 males) completed an incremental exercise test on a bicycle ergometer wearing the smart shirt and an electrocardiogram simultaneously. We compared HRV indices of segments at rest (5 min), at warm-up (3 min) and twice at the exercise test (each 5 min). At rest and at warm-up, we observed excellent linear relationship (r > 0.96; R-2 > 0.94), excellent relative reliability (intraclass correlation coefficient >= 0.98; alpha >= 0.98) and acceptable agreement (bias < 10%). During the exercise test, measurement accuracy declined with increasing intensity but remained high (>0.8), although results for partial HRV indices were insufficient. In addition, percentage bias was unacceptable during an exercise test. However, the findings support the validity of the smart shirt for measuring HRV, especially at rest and at warm-up. We suggest using the smart shirt for monitoring HRV indices on a daily basis, but caution should be taken in the interpretation of HRV indices obtained during moderate to vigorous exercise intensities.
引用
收藏
页码:190 / 199
页数:10
相关论文
共 46 条
[41]   Heart Rate Variability: An Old Metric with New Meaning in the Era of Using mHealth technologies for Health and Exercise Training Guidance. Part Two: Prognosis and Training [J].
Singh, Nikhil ;
Moneghetti, Kegan James ;
Christle, Jeffrey Wilcox ;
Hadley, David ;
Froelicher, Victor ;
Plews, Daniel .
ARRHYTHMIA & ELECTROPHYSIOLOGY REVIEW, 2018, 7 (04) :247-255
[42]   Evaluation of a newly designed shirt-based ECG and breathing sensor for home-based training as part of cardiac rehabilitation for coronary artery disease [J].
Skobel, Erik ;
Martinez-Romero, Alvaro ;
Scheibe, Britta ;
Schauerte, Patrick ;
Marx, Nikolaus ;
Luprano, Jean ;
Knackstedt, Christian .
EUROPEAN JOURNAL OF PREVENTIVE CARDIOLOGY, 2014, 21 (11) :1332-1340
[43]   Evaluation of QRS detection algorithm implemented for mobile applications based on ECG data acquired from sensorized garments [J].
Tantinger, Daniel ;
Feilner, Sven ;
Schmitz, Daniel ;
Weigand, Christian ;
Hofmann, Christian ;
Struck, Matthias .
BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK, 2012, 57 :635-638
[44]   Overview of the Anatomy, Physiology, and Pharmacology of the Autonomic Nervous System [J].
Wehrwein, Erica A. ;
Orer, Hakan S. ;
Barman, Susan M. .
COMPREHENSIVE PHYSIOLOGY, 2016, 6 (03) :1239-1278
[45]   Comparison of three mobile devices for measuring R-R intervals and heart rate variability: Polar S810i, Suunto t6 and an ambulatory ECG system [J].
Weippert, Matthias ;
Kumar, Mohit ;
Kreuzfeld, Steffi ;
Arndt, Dagmar ;
Rieger, Annika ;
Stoll, Regina .
EUROPEAN JOURNAL OF APPLIED PHYSIOLOGY, 2010, 109 (04) :779-786
[46]   Quantifying test-retest reliability using the intraclass correlation coefficient and the SEM [J].
Weir, JP .
JOURNAL OF STRENGTH AND CONDITIONING RESEARCH, 2005, 19 (01) :231-240