Consideration of Calculation Process Assuming Heart Rate Variability Analysis Using Wearable ECG Devices

被引:0
|
作者
Aoki, Ryosuke [1 ]
Eguchi, Kana [1 ]
Shimauchi, Suehiro [2 ]
Yoshida, Kazuhiro [1 ]
Yamada, Tomohiro [1 ]
机构
[1] NTT Serv Evolut Labs, 1-1 Hikari No Oka, Yokosuka, Kanagawa 2390847, Japan
[2] NTT Media Intelligence Labs, 3-9-11 Midori Cho, Musashino, Tokyo 1800012, Japan
来源
2018 40TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) | 2018年
关键词
REDUCTION;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Since many shirt-type wearable electrocardiogram (ECG) devices employ shirt-embedded dry electrodes that are easily affected by the daily activities of users, measured ECG often includes noise or artifacts. Experiments confirmed that a desirable HRV calculation process assuming these wearable ECG devices is a combination of accurate R wave detection, RRI outlier exclusion and missing RRI complement methods.
引用
收藏
页码:5693 / 5696
页数:4
相关论文
共 50 条
  • [21] Consideration of Majority Voting Method using CNN in Heart Rate Variability Analysis and Preference
    Buyo, Koki
    Kishida, Shuhei
    Horita, Yuukou
    IEEJ Transactions on Electronics, Information and Systems, 2022, 142 (05): : 601 - 602
  • [22] Examining weekly heart rate variability changes: a comparison between wearable devices running head: weekly heart rate variability changes
    Ruiz-Alias, Santiago A.
    Marcos-Blanco, Aitor
    Clavero-Jimeno, Antonio
    Garcia-Pinillos, Felipe
    SPORTS ENGINEERING, 2022, 25 (01)
  • [23] Analysis and postprocessing of ECG or heart rate data from wearable devices beyond the proprietary cloud and app infrastructure of the vendors
    Hilbel, Thomas
    Alhersh, Taha
    Stein, Wolfram
    Doman, Leon
    Schultz, Jobst-Hendrik
    CARDIOVASCULAR DIGITAL HEALTH JOURNAL, 2021, 2 (06): : 323 - 330
  • [24] Analysis of Energy Consumption for Wearable ECG Devices
    Kim, Jung-Yoon
    Chu, Chao-Hsien
    2014 IEEE SENSORS, 2014,
  • [25] Energy Efficient Heart Rate Sensing using a Painted Electrode ECG Wearable
    Krachunov, Sammy
    Beach, Christopher
    Casson, Alexander J.
    Pope, James
    Fafoutis, Xenofon
    Piechocki, Robert J.
    Craddock, Ian
    2017 GLOBAL INTERNET OF THINGS SUMMIT (GIOTS 2017), 2017, : 297 - 302
  • [26] Performance Analysis of Novel Flexible Electrodes for Wearable ECG/Heart Rate Monitoring
    Kaappa, E. S.
    Joutsen, A. S.
    Vanhala, J.
    EMBEC & NBC 2017, 2018, 65 : 237 - 240
  • [27] Predicting sleep based on physical activity, light exposure, and Heart rate variability data using wearable devices
    Park, Kyung Mee
    Lee, Sang Eun
    Lee, Changhee
    Hwang, Hyun Duck
    Yoon, Do Hoon
    Choi, Eunchae
    Lee, Eun
    ANNALS OF MEDICINE, 2024, 56 (01)
  • [28] Heart Rate Variability Analysis With Wearable Devices: Influence of Artifact Correction Method on Classification Accuracy for Emotion Recognition
    Cosoli, Gloria
    Poli, Angelica
    Scalise, Lorenzo
    Spinsante, Susanna
    2021 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE (I2MTC 2021), 2021,
  • [29] Wearable Devices for Remote Monitoring of Heart Rate and Heart Rate Variability-What We Know and What Is Coming
    Alugubelli, Navya
    Abuissa, Hussam
    Roka, Attila
    SENSORS, 2022, 22 (22)
  • [30] Heart Rate Variability Measured from Wearable Devices as a Marker of Disease Severity in Tetanus
    Hai, Ho Bich
    Cattrall, Jonathan W. S.
    Hao, Nguyen Van
    Van, Hoang Minh Tu
    Thuy, Duong Bich
    Nhat, Phung Tran Huy
    Khanh, Phan Nguyen Quoc
    Duong, Ha Thi Hai
    Duong, Tran Duc
    Lu, Ping
    Phuong, Le Thanh
    Greeff, Heloise
    Zhu, Tingting
    Yen, Lam Minh
    Clifton, David
    Thwaites, C. Louise
    AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE, 2024, 110 (01): : 165 - 169