In-Ear Pulse Rate Measurement: A Valid Alternative to Heart Rate Derived from Electrocardiography?

被引:38
作者
Passler, Stefanie [1 ]
Mueller, Niklas [1 ]
Senner, Veit [1 ]
机构
[1] Tech Univ Munich, Dept Mech Engn Professorship Sport Equipment & Ma, Boltzmannstr 15, D-85747 Garching, Germany
关键词
photoplethysmography; heart rate; consumer-wearable devices; in-ear; validation; optical pulse rate monitoring; pulse rate; ACTIVITY MONITORS; PHOTOPLETHYSMOGRAPHY; SENSOR; ACCURACY; OXIMETRY; MOTION; EARPIECE;
D O I
10.3390/s19173641
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Heart rate measurement has become one of the most widely used methods of monitoring the intensity of physical activity. The purpose of this study was to assess whether in-ear photoplethysmographic (PPG) pulse rate (PR) measurement devices represent a valid alternative to heart rate derived from electrocardiography (ECG), which is considered a gold standard. Twenty subjects (6 women, 14 men) completed one trial of graded cycling under laboratory conditions. In the trial, PR was recorded by two commercially available in-ear devices, the Dash Pro and the Cosinuss degrees One. They were compared to HR measured by a Bodyguard2 ECG. Validity of the in-ear PR measurement devices was tested by ANOVA, mean absolute percentage errors (MAPE), intra-class correlation coefficient (ICC), and Bland-Altman plots. Both devices achieved a MAPE <= 5%. Despite excellent to good levels of agreement, Bland-Altman plots showed that both in-ear devices tend to slightly underestimate the ECG's HR values. It may be concluded that in-ear PPG PR measurement is a promising technique that shows accurate but imprecise results under controlled conditions. However, PPG PR measurement in the ear is sensitive to motion artefacts. Thus, accuracy and precision of the measured PR depend highly on measurement site, stress situation, and exercise.
引用
收藏
页数:16
相关论文
共 55 条
  • [1] The validity and inter-device variability of the Apple Watch for measuring maximal heart rate
    Abt, Grant
    Bray, James
    Benson, Amanda Clare
    [J]. JOURNAL OF SPORTS SCIENCES, 2018, 36 (13) : 1447 - 1452
  • [2] Heart rate monitoring - Applications and limitations
    Achten, J
    Jeukendrup, AE
    [J]. SPORTS MEDICINE, 2003, 33 (07) : 517 - 538
  • [3] Forehead pulse oximetry - Headband use helps alleviate false low readings likely related to venous pulsation artifact
    Agashe, Geeta S.
    Coakley, Joseph
    Mannheimer, Paul D.
    [J]. ANESTHESIOLOGY, 2006, 105 (06) : 1111 - 1116
  • [4] Photoplethysmography and its application in clinical physiological measurement
    Allen, John
    [J]. PHYSIOLOGICAL MEASUREMENT, 2007, 28 (03) : R1 - R39
  • [5] THE OPTICS OF HUMAN-SKIN
    ANDERSON, RR
    PARRISH, JA
    [J]. JOURNAL OF INVESTIGATIVE DERMATOLOGY, 1981, 77 (01) : 13 - 19
  • [6] [Anonymous], 2016, Official Journal of the European Union, V59, P1
  • [7] [Anonymous], 2013, ACCURACY FIRSTBEAT B
  • [8] [Anonymous], 2016, SHANGHAI ARCH PSYCHI, DOI DOI 10.11919/J.ISSN.1002-0829.216045
  • [9] [Anonymous], 2018, PITCAIRN MISCEL 0504, V61, P2
  • [10] Assessment of the Fitbit Charge 2 for monitoring heart rate
    Benedetto, Simone
    Caldato, Christian
    Bazzan, Elia
    Greenwood, Darren C.
    Pensabene, Virginia
    Actis, Paolo
    [J]. PLOS ONE, 2018, 13 (02):