Evaluating the Accuracy of Wearable Heart Rate Monitors

被引:0
|
作者
Ge, Z. [1 ]
Prasad, P. W. C. [1 ]
Costadopoulos, N. [1 ]
Alsadoon, Abeer [1 ]
Singh, A. K. [2 ]
Elchouemi, A. [3 ]
机构
[1] Charles Sturt Univ, Study Ctr, Sydney, NSW, Australia
[2] Natl Inst Technol, Dept Comp Applicat, Kurukshetra, Haryana, India
[3] Walden Univ, Minneapolis, MN USA
关键词
Wearable Devices; Heart Rate Monitor; Apple Watch; Polar Chest strap; PPG; ECG;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Heart rate monitors have become a popular tool, which have been built in many different wearable devices, such as Smart Watches and Chest Straps. These wearable monitoring of heart rate (HR) during exercises have given the user some understanding of the heart rate variations. Even though this is not 100% accurate as electrocardiogram (ECG), its being very popular tool for consumers. The technology uses in smart watches is photoplethysmography (PPG) signal and Chest Straps use ECG signal. The main aim of this paper is to compare two wearable devices to monitor heart rate. 50 healthy volunteers participated in this study by completing three different exercises sitting, walking and jogging. The experiment results illustrates that it's harder to get a unique percentage for the variation between the readings of these two devices, however in normal condition both the devices read almost the similar value, but during the exercises it varies and can be with a maximum of 10% variation in the readings. Overall it appears that chest strap utilizing ECG signal appears to be a more accurate than the Apple Watch which utilizes PPG for monitoring heart rates while exercising.
引用
收藏
页码:224 / 229
页数:6
相关论文
共 50 条
  • [1] Accuracy of wearable heart rate monitors in cardiac rehabilitation
    Etiwy, Muhammad
    Akhrass, Zade
    Gillinov, Lauren
    Alashi, Alaa
    Wang, Robert
    Blackburn, Gordon
    Gillinov, Stephen M.
    Phelan, Dermot
    Gillinov, A. Marc
    Houghtaling, Penny L.
    Javadikasgari, Hoda
    Desai, Milind Y.
    [J]. CARDIOVASCULAR DIAGNOSIS AND THERAPY, 2019, 9 (03) : 262 - 271
  • [2] VARIABLE ACCURACY OF COMMERCIALLY AVAILABLE WEARABLE HEART RATE MONITORS
    Gillinov, A. Marc
    Etiwy, Muhammad
    Gillinov, Stephen
    Wang, Robert
    Blackburn, Gordon
    Phelan, Dermot
    Houghtaling, Penny
    Javadikasgari, Hoda
    Desai, Milind Y.
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2017, 69 (11) : 336 - 336
  • [3] Variable Accuracy of Wearable Heart Rate Monitors during Aerobic Exercise
    Gillinov, Stephen
    Etiwy, Muhammad
    Wang, Robert
    Blackburn, Gordon
    Phelan, Dermot
    Gillinov, A. Marc
    Houghtaling, Penny
    Javadikasgari, Hoda
    Desai, Mlind Y.
    [J]. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2017, 49 (08): : 1697 - 1703
  • [4] Erratum to accuracy of wearable heart rate monitors in cardiac rehabilitation (vol 9, pg 262, 2019)
    Etiwy, Muhammad
    Akras, Zade
    Gillinov, Lauren
    Alashi, Alaa
    Wang, Robert
    Blackburn, Gordon
    Gillinov, Stephen M.
    Phelan, Dermot
    Gillinov, A. Marc
    Houghtaling, Penny L.
    Javadikasgari, Hoda
    Desai, Milind Y.
    [J]. CARDIOVASCULAR DIAGNOSIS AND THERAPY, 2020, 10 (03) : 644 - 645
  • [5] Evaluation of Wearable Consumer Heart Rate Monitors Based on Photopletysmography
    Parak, Jakub
    Korhonen, Ilkka
    [J]. 2014 36TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2014, : 3670 - 3673
  • [6] Accuracy of Wrist-Worn Heart Rate Monitors
    Wang, Robert
    Blackburn, Gordon
    Desai, Milind
    Phelan, Dermot
    Gillinov, Lauren
    Houghtaling, Penny
    Gillinov, Marc
    [J]. JAMA CARDIOLOGY, 2017, 2 (01) : 104 - 106
  • [7] Accuracy of heart rate measured by military-grade wearable ECG monitor compared with reference and commercial monitors
    Lindsey, Bryndan
    Hanley, C.
    Reider, L.
    Snyder, S.
    Zhou, Y.
    Bell, E.
    Shim, J.
    Hahn, J-o
    Vignos, M.
    Bar-Kochba, E.
    [J]. BMJ MILITARY HEALTH, 2023,
  • [8] Determining resting heart rate in children using wearable activity monitors
    Kapoor, Kunal
    Raywood, Emma
    Douglas, Helen
    Saul, Greg
    Correvon, Nils
    Kuzhagaliyev, Tim
    Stott, Lee
    Main, Eleanor
    [J]. EUROPEAN RESPIRATORY JOURNAL, 2019, 54
  • [9] Accuracy of Commercial Heart Rate Monitors in Runners: A Prospective Study
    Pasadyn, Selena R.
    Soudan, Mohamad
    Gillinov, Marc
    Houghtaling, Penny
    Phelan, Dermot
    Gillinov, Nicole
    Bittel, Barbara
    Desai, Milind
    [J]. CIRCULATION, 2019, 140
  • [10] Dynamic Heart Rate Monitors Algorithm for Reflection Green Light Wearable Device
    Chu, Chao-Ting
    Chiang, Huann-Keng
    Hung, Jian-Jie
    [J]. 2015 INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATICS AND BIOMEDICAL SCIENCES (ICIIBMS), 2015, : 438 - 445