Assessing Accuracy of a Wrist-Worn Wearable Device Over Changing Levels of Activity

被引:0
|
作者
Flett, Isaac L. [1 ]
Su, Yunpeng [1 ]
Cameron, Chris [1 ]
Zhou, Cong [1 ]
Pearson, Lui Holder [1 ]
Chase, J. Geoffrey [1 ]
机构
[1] Univ Canterbury, Dept Mech Engn, Christchurch, New Zealand
来源
IFAC PAPERSONLINE | 2024年 / 58卷 / 24期
关键词
Devices and sensors; Identification and validation; Biosignal analysis and interpretation; QUANTIFYING AGITATION; HEART-RATE;
D O I
10.1016/j.ifacol.2024.11.072
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The widespread popularity of wearable devices has offered new avenues for continuous heart rate (HR) monitoring. A variety of other health related metrics including stress, sleep, and daily energy are being derived by heart rate and other sensors on the device. These or similar metrics could prove useful in critical care and other inpatient settings. This study evaluates the accuracy of a commercial smartwatch's photoplethysmography (PPG) sensor in tracking HR changes across various physical activities, comparing its performance to an electrocardiography (ECG)-based chest strap. Eighteen participants, aged 20 to 50, engaged in a series of tasks including rest, walking, and stair climbing, while HR data were collected via both devices. During rest, the smartwatch provided HR measurements within 5% of the chest strap values for a significant majority of readings (73.0% for the right wrist and 78.8% for the left). However, accuracy declined during physical activities, with the disparity becoming more pronounced during stair climbing (62.0% for the right wrist and 69.6% for the left). Excluding the initial 60 seconds of each activity from the analysis improved smartwatch accuracy, particularly during walking and the second rest period, as the smartwatches often failed to detect sharp changes in heart rate when the activity effort suddenly changed. This study highlights smartwatch reliability in static conditions and its limitations in accurately capturing rapid HR fluctuations during dynamic activities. These outcomes will impact their potential clinical utility in some cases. Copyright (C) 2024 The Authors. This is an open access article under the CC BY-NC-ND license (https://creativecommons.org/licenses/by-nc-nd/4.0/)
引用
收藏
页码:409 / 414
页数:6
相关论文
共 50 条
  • [31] Feasibility of a wrist-worn wearable device for estimating mental health status in patients with mental illness
    Nakagome, Kazuyuki
    Makinodan, Manabu
    Uratani, Mitsuhiro
    Kato, Masaki
    Ozaki, Norio
    Miyata, Seiko
    Iwamoto, Kunihiro
    Hashimoto, Naoki
    Toyomaki, Atsuhito
    Mishima, Kazuo
    Ogasawara, Masaya
    Takeshima, Masahiro
    Minato, Kazumichi
    Fukami, Toshikazu
    Oba, Mari
    Takeda, Kazuyoshi
    Oi, Hideki
    FRONTIERS IN PSYCHIATRY, 2023, 14
  • [32] Monitoring Physical Activity and Mental Stress Using Wrist-Worn Device and a Smartphone
    Cvetkovic, Bozidara
    Gjoreski, Martin
    Sorn, Jure
    Maslov, Pavel
    Lustrek, Mitja
    MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2017, PT III, 2017, 10536 : 414 - 418
  • [33] Towards a Flexible Wrist-Worn Thermotherapy and Thermoregulation Device
    Kassanos, Panagiotis
    Seichepine, Florent
    Keshavarz, Meysam
    Yang, Guang-Zhong
    2019 IEEE 19TH INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOENGINEERING (BIBE), 2019, : 644 - 648
  • [34] Seizure quantification in sunflower syndrome by a wrist-worn device
    Sourbron, Jo
    Proost, Renee
    Vandenneucker, Jan
    Ticcinelli, Valentina
    Roelens, Filip
    Schoonjans, An-Sofie
    Sercu, Els
    Verhelst, Helene
    Jansen, Katrien
    Lagae, Lieven
    EPILEPTIC DISORDERS, 2024,
  • [35] Detection of atrial fibrillation using a wrist-worn device
    Solosenko, Andrius
    Petrenas, Andrius
    Paliakaite, Birute
    Sornmo, Leif
    Marozas, Vaidotas
    PHYSIOLOGICAL MEASUREMENT, 2019, 40 (02)
  • [36] Augmented Learning for Sports Using Wearable Head-worn and Wrist-worn Devices
    Yeo, Hui-Shyong
    Koike, Hideki
    Quigley, Aaron
    2019 26TH IEEE CONFERENCE ON VIRTUAL REALITY AND 3D USER INTERFACES (VR), 2019, : 1578 - 1580
  • [37] STATE OF PLAY OF WEARABLE DEVICES FOR THE MEASUREMENT OF HEART RATE: A SYSTEMATIC REVIEW OF THE ACCURACY OF WRIST-WORN TECHNOLOGIES
    Giggins, Oonagh M.
    Muggeridge, David
    HEART, 2019, 105 : A5 - A5
  • [38] Accuracy of Detecting Atrial Fibrillation: A Systematic Review and Meta-Analysis of Wrist-Worn Wearable Technology
    Belani, Seema
    Wahood, Waseem
    Hardigan, Patrick
    Placzek, Andon N.
    Ely, Stephen
    CUREUS JOURNAL OF MEDICAL SCIENCE, 2021, 13 (12)
  • [39] Accuracy of Heart Rate Measurement with Wrist-Worn Wearable Devices in Various Skin Tones: a Systematic Review
    Daniel Koerber
    Shawn Khan
    Tahmina Shamsheri
    Abirami Kirubarajan
    Sangeeta Mehta
    Journal of Racial and Ethnic Health Disparities, 2023, 10 : 2676 - 2684
  • [40] Accuracy of Heart Rate Measurement with Wrist-Worn Wearable Devices in Various Skin Tones: a Systematic Review
    Koerber, Daniel
    Khan, Shawn
    Shamsheri, Tahmina
    Kirubarajan, Abirami
    Mehta, Sangeeta
    JOURNAL OF RACIAL AND ETHNIC HEALTH DISPARITIES, 2023, 10 (06) : 2676 - 2684