Comparison Between Heart Rate Variability and Pulse Rate Variability for Bradycardia and Tachycardia Subjects
Pulse rate variability (PRV) derived from photoplethysmograph (PPG) signal has increasingly applied potentiality in wearable devices for telecare and personal healthcare. In this study, the relevance between PRV and HRV of bradycardia and tachycardia subjects are compared. First, we extract R to R w...
Saved in:
Published in | 2018 International Conference on Control, Automation and Information Sciences (ICCAIS) pp. 1 - 6 |
---|---|
Main Authors | , , , , , |
Format | Conference Proceeding |
Language | English |
Published |
IEEE
01.10.2018
|
Subjects | |
Online Access | Get full text |
ISSN | 2475-7896 |
DOI | 10.1109/ICCAIS.2018.8570697 |
Cover
Loading…
Abstract | Pulse rate variability (PRV) derived from photoplethysmograph (PPG) signal has increasingly applied potentiality in wearable devices for telecare and personal healthcare. In this study, the relevance between PRV and HRV of bradycardia and tachycardia subjects are compared. First, we extract R to R wave interval sequences (RRIs) and P to P wave interval sequences (PPIs) from ECG and PPG signals, respectively. Then, the 5 features in time domain, 7 features in frequency domain and 9 features in nonlinear domain are extracted from PPIs and RRIs. Finally, two-sample t-test is employed to analyze the relevance of each same features. The results show that there is obvious relevance for these features except for basic scale entropy (BSE). Therefore, PRV can be used to analyze HRV for bradycardia subjects except for the pacemaker wearers, which have less variation patterns and higher HR and PRV For the tachycardia subjects, the PRV has more variation patterns than HRV. If we just consider the accuracy between HR and PR, there are not obviously different for bradycardia and tachycardia subjects. |
---|---|
AbstractList | Pulse rate variability (PRV) derived from photoplethysmograph (PPG) signal has increasingly applied potentiality in wearable devices for telecare and personal healthcare. In this study, the relevance between PRV and HRV of bradycardia and tachycardia subjects are compared. First, we extract R to R wave interval sequences (RRIs) and P to P wave interval sequences (PPIs) from ECG and PPG signals, respectively. Then, the 5 features in time domain, 7 features in frequency domain and 9 features in nonlinear domain are extracted from PPIs and RRIs. Finally, two-sample t-test is employed to analyze the relevance of each same features. The results show that there is obvious relevance for these features except for basic scale entropy (BSE). Therefore, PRV can be used to analyze HRV for bradycardia subjects except for the pacemaker wearers, which have less variation patterns and higher HR and PRV For the tachycardia subjects, the PRV has more variation patterns than HRV. If we just consider the accuracy between HR and PR, there are not obviously different for bradycardia and tachycardia subjects. |
Author | Huang, Xufeng Chou, Yongxin Zhu, Peiyi Lin, Jiajun Gu, Ya Liu, Jicheng |
Author_xml | – sequence: 1 givenname: Yongxin surname: Chou fullname: Chou, Yongxin organization: Changshu Institute of Technology, School of Electrical and Automatic Engineering, Suzhou, China – sequence: 2 givenname: Peiyi surname: Zhu fullname: Zhu, Peiyi organization: Changshu Institute of Technology, School of Electrical and Automatic Engineering, Suzhou, China – sequence: 3 givenname: Xufeng surname: Huang fullname: Huang, Xufeng organization: The East China Science and Technology Research Institute of Changshu Co., Ltd, Suzhou, China – sequence: 4 givenname: Jiajun surname: Lin fullname: Lin, Jiajun organization: The East China Science and Technology Research Institute of Changshu Co., Ltd, Suzhou, China – sequence: 5 givenname: Jicheng surname: Liu fullname: Liu, Jicheng organization: Changshu Institute of Technology, School of Electrical and Automatic Engineering, Suzhou, China – sequence: 6 givenname: Ya surname: Gu fullname: Gu, Ya organization: Changshu Institute of Technology, School of Electrical and Automatic Engineering, Suzhou, China |
BookMark | eNplkM9Kw0AYxFdRsK19gl72BRL3Tza7ObZBbaCg2Oq1fNn9gluapGxSJG9v0HryNAwz_GBmSm6atkFCFpzFnLPsocjzZbGNBeMmNkqzNNNXZMqVNGnKBBPXZCISrSJtsvSOzLvuwBgTqZFGZBNS5219guC7tqEr7L8QG7pGCD19gx7pxxhB6Y--Hyg0jr6ejx3-j6o20FUAN1gIzsNPdQf2889vz-UBbd_dk9sKRsL8ojPy_vS4y9fR5uW5yJebyHOt-kjiuKwyFWqrncq4MUoY6WSCOuUlAy4QNCquEutUVRoHSjKESkm0VqKRM7L45XpE3J-CryEM-8s78htGX1ye |
ContentType | Conference Proceeding |
DBID | 6IE 6IL CBEJK RIE RIL |
DOI | 10.1109/ICCAIS.2018.8570697 |
DatabaseName | IEEE Electronic Library (IEL) Conference Proceedings IEEE Xplore POP ALL IEEE Xplore All Conference Proceedings IEEE/IET Electronic Library IEEE Proceedings Order Plans (POP All) 1998-Present |
DatabaseTitleList | |
Database_xml | – sequence: 1 dbid: RIE name: IEEE/IET Electronic Library url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/ sourceTypes: Publisher |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Engineering |
EISBN | 1538660202 9781538660201 |
EISSN | 2475-7896 |
EndPage | 6 |
ExternalDocumentID | 8570697 |
Genre | orig-research |
GroupedDBID | 6IE 6IF 6IL 6IN AAJGR AAWTH ABLEC ADZIZ ALMA_UNASSIGNED_HOLDINGS BEFXN BFFAM BGNUA BKEBE BPEOZ CBEJK CHZPO IEGSK OCL RIE RIL |
ID | FETCH-LOGICAL-i175t-3e110f8fe7c7d591885283d34e761b0a12ea7e5154cd5fb8da530eaf53ecc3e83 |
IEDL.DBID | RIE |
IngestDate | Wed Aug 27 02:48:08 EDT 2025 |
IsPeerReviewed | false |
IsScholarly | false |
Language | English |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-i175t-3e110f8fe7c7d591885283d34e761b0a12ea7e5154cd5fb8da530eaf53ecc3e83 |
PageCount | 6 |
ParticipantIDs | ieee_primary_8570697 |
PublicationCentury | 2000 |
PublicationDate | 2018-October |
PublicationDateYYYYMMDD | 2018-10-01 |
PublicationDate_xml | – month: 10 year: 2018 text: 2018-October |
PublicationDecade | 2010 |
PublicationTitle | 2018 International Conference on Control, Automation and Information Sciences (ICCAIS) |
PublicationTitleAbbrev | ICCAIS |
PublicationYear | 2018 |
Publisher | IEEE |
Publisher_xml | – name: IEEE |
SSID | ssj0002683829 ssj0003190021 |
Score | 1.7669942 |
Snippet | Pulse rate variability (PRV) derived from photoplethysmograph (PPG) signal has increasingly applied potentiality in wearable devices for telecare and personal... |
SourceID | ieee |
SourceType | Publisher |
StartPage | 1 |
SubjectTerms | bradycardia ECG Electrocardiography Feature extraction Frequency-domain analysis Heart rate variability Indexes PPG pulse rate variability Rail to rail inputs tachycardia Time-domain analysis |
Title | Comparison Between Heart Rate Variability and Pulse Rate Variability for Bradycardia and Tachycardia Subjects |
URI | https://ieeexplore.ieee.org/document/8570697 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV07T8MwELbaTrDwaBFveWAkaVwnjjNCRFWQQBW0qFvl2BeBECmCZCi_nnOShufAFsdRZJ3P-S7nz98RcmIGoCLwfUcxbRyEgMBRSia48IBzpownVMnyvRGjqX81C2YtctqchQGAknwGrr0s9_LNQhc2Vda3YuwiCtukjT9u1VmtJp8yEJLLGuptG13L4lctNMS8qH8Zx2eXd5bNJd36Td9KqpSIMtwg16uxVESSJ7fIE1e__5Bp_O9gN0nv8-weHTeotEVakG2T9S-yg13yHDfFB-l5xdOiI_T4nN5i5EnvsatS715SlRk6LhA-f3dhtEvtTvxSl05WPjpR-mHVxk-SzfG89ch0eDGJR05ddsF5xFgidziguVKZQqhDE0RMSisAY7gPoWCJpxhObwgYB_naBGkijQq4ByoNOLoDB8l3SCdbZLBreVMmjFIGLNWenwZMCpuFjiDytZcI4Hukaw03f6mUNea1zfb_vn1A1uzkVVS6Q9LJXws4wpAgT45LX_gAzpe2SQ |
linkProvider | IEEE |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV07T8MwELZKGYCFR4t444GRtHEdJ84IEVUKbVVBi7pVjn0RCJEiSIby67GTNDwHtjiOIut8yXc6f_cdQmeqA8IHx7EEkcrSEMAsIXikPzyglAhluyJn-Q7dcOJcT9m0hs6rWhgAyMln0DKX-Vm-msvMpMraRozd9b0VtKpxn5GiWqvKqHRcTnkJ9masncsgWCk1RGy_3QuCi96d4XPxVvmub01VckzpbqLBcjUFleSplaVRS77_EGr873K3UPOzeg-PKlzaRjVIdtDGF-HBBnoOqvaD-LJgauFQ-3yKb3Xsie_1VKHfvcAiUXiUaQD9PaXjXWzO4hcyd7P80bGQD8ux_imZLM9bE026V-MgtMrGC9ajjiZSi4I2V8xj8KSnmE84NxIwijrguSSyBdEb7IGOhBypWBxxJRi1QcSMaoegwOkuqifzBPYMc0p5fkyAxNJ2Yka4a_LQPviOtCMX6D5qGMPNXgptjVlps4O_b5-itXA86M_6veHNIVo3G1kQ645QPX3N4FgHCGl0kvvFB38tuZI |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=proceeding&rft.title=2018+International+Conference+on+Control%2C+Automation+and+Information+Sciences+%28ICCAIS%29&rft.atitle=Comparison+Between+Heart+Rate+Variability+and+Pulse+Rate+Variability+for+Bradycardia+and+Tachycardia+Subjects&rft.au=Chou%2C+Yongxin&rft.au=Zhu%2C+Peiyi&rft.au=Huang%2C+Xufeng&rft.au=Lin%2C+Jiajun&rft.date=2018-10-01&rft.pub=IEEE&rft.eissn=2475-7896&rft.spage=1&rft.epage=6&rft_id=info:doi/10.1109%2FICCAIS.2018.8570697&rft.externalDocID=8570697 |