Signal Quality and Reliability of Heart Rate Measurement Using Simultaneous PPG and Inertial Data in Healthy Adults

Katrin Hainzl; Amr Negm; Eva Schweighofer; Nele Wagner; Anne Busch; Michael Schreinlechner; Samuel Pröll; Daniel Pavluk; Martin Baumgartner; Fabian Wiesmüller; Dieter Hayn; Günter Schreier

doi:10.3233/SHTI260087

Signal Quality and Reliability of Heart Rate Measurement Using Simultaneous PPG and Inertial Data in Healthy Adults

Katrin Hainzl
, Amr Negm
, Eva Schweighofer
, Nele Wagner
, Anne Busch
, Michael Schreinlechner
, Samuel Pröll
, Daniel Pavluk
, Martin Baumgartner
, Fabian Wiesmüller
, Dieter Hayn
, Günter Schreier

Faculty of Health

University of Applied Sciences Wiener Neustadt
Innsbruck Medical University
Austrian Institute of Technology
Ludwig Boltzmann Institute
Graz University of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Original language	English
Title of host publication	dHealth 2026 - Proceedings of the 20th Health Informatics Meets Digital Health Conference
Editors	Gunter Schreier, Martin Baumgartner, Dieter Hayn, Bernhard Pfeifer
Publisher	IOS Press BV
Pages	216-221
Number of pages	6
ISBN (Electronic)	9781643686608
DOIs	https://doi.org/10.3233/SHTI260087
Publication status	Published - 7 May 2026
Event	20th Health Informatics Meets Digital Health Conference, dHealth 2026 - Vienna, Austria Duration: 12 May 2026 → 13 May 2026

Publication series

Name	Studies in Health Technology and Informatics
Volume	335
ISSN (Print)	0926-9630
ISSN (Electronic)	1879-8365

Conference

Conference	20th Health Informatics Meets Digital Health Conference, dHealth 2026
Country/Territory	Austria
City	Vienna
Period	12/05/26 → 13/05/26

Keywords

Accelerometry
Heart Rat
Mobile Health
Photoplethysmography
RR Intervals
Signal Processing
Signal Quality
Wearable Electronic Devices

Access to Document

10.3233/SHTI260087

Cite this

Hainzl, K., Negm, A., Schweighofer, E., Wagner, N., Busch, A., Schreinlechner, M., Pröll, S., Pavluk, D., Baumgartner, M., Wiesmüller, F., Hayn, D., & Schreier, G. (2026). Signal Quality and Reliability of Heart Rate Measurement Using Simultaneous PPG and Inertial Data in Healthy Adults. In G. Schreier, M. Baumgartner, D. Hayn, & B. Pfeifer (Eds.), dHealth 2026 - Proceedings of the 20th Health Informatics Meets Digital Health Conference (pp. 216-221). (Studies in Health Technology and Informatics; Vol. 335). IOS Press BV. https://doi.org/10.3233/SHTI260087

Hainzl, Katrin ; Negm, Amr ; Schweighofer, Eva et al. / Signal Quality and Reliability of Heart Rate Measurement Using Simultaneous PPG and Inertial Data in Healthy Adults. dHealth 2026 - Proceedings of the 20th Health Informatics Meets Digital Health Conference. editor / Gunter Schreier ; Martin Baumgartner ; Dieter Hayn ; Bernhard Pfeifer. IOS Press BV, 2026. pp. 216-221 (Studies in Health Technology and Informatics).

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title = "Signal Quality and Reliability of Heart Rate Measurement Using Simultaneous PPG and Inertial Data in Healthy Adults",

keywords = "Accelerometry, Heart Rat, Mobile Health, Photoplethysmography, RR Intervals, Signal Processing, Signal Quality, Wearable Electronic Devices",

author = "Katrin Hainzl and Amr Negm and Eva Schweighofer and Nele Wagner and Anne Busch and Michael Schreinlechner and Samuel Pr{\"o}ll and Daniel Pavluk and Martin Baumgartner and Fabian Wiesm{\"u}ller and Dieter Hayn and G{\"u}nter Schreier",

note = "Publisher Copyright: {\textcopyright} 2026 The Authors.; 20th Health Informatics Meets Digital Health Conference, dHealth 2026 ; Conference date: 12-05-2026 Through 13-05-2026",

year = "2026",

month = may,

day = "7",

doi = "10.3233/SHTI260087",

language = "English",

series = "Studies in Health Technology and Informatics",

publisher = "IOS Press BV",

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Hainzl, K, Negm, A, Schweighofer, E, Wagner, N, Busch, A, Schreinlechner, M, Pröll, S, Pavluk, D, Baumgartner, M, Wiesmüller, F, Hayn, D & Schreier, G 2026, Signal Quality and Reliability of Heart Rate Measurement Using Simultaneous PPG and Inertial Data in Healthy Adults. in G Schreier, M Baumgartner, D Hayn & B Pfeifer (eds), dHealth 2026 - Proceedings of the 20th Health Informatics Meets Digital Health Conference. Studies in Health Technology and Informatics, vol. 335, IOS Press BV, pp. 216-221, 20th Health Informatics Meets Digital Health Conference, dHealth 2026, Vienna, Austria, 12/05/26. https://doi.org/10.3233/SHTI260087

Signal Quality and Reliability of Heart Rate Measurement Using Simultaneous PPG and Inertial Data in Healthy Adults. / Hainzl, Katrin; Negm, Amr; Schweighofer, Eva et al.
dHealth 2026 - Proceedings of the 20th Health Informatics Meets Digital Health Conference. ed. / Gunter Schreier; Martin Baumgartner; Dieter Hayn; Bernhard Pfeifer. IOS Press BV, 2026. p. 216-221 (Studies in Health Technology and Informatics; Vol. 335).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Signal Quality and Reliability of Heart Rate Measurement Using Simultaneous PPG and Inertial Data in Healthy Adults

AU - Hainzl, Katrin

AU - Negm, Amr

AU - Schweighofer, Eva

AU - Wagner, Nele

AU - Busch, Anne

AU - Schreinlechner, Michael

AU - Pröll, Samuel

AU - Pavluk, Daniel

AU - Baumgartner, Martin

AU - Wiesmüller, Fabian

AU - Hayn, Dieter

AU - Schreier, Günter

PY - 2026/5/7

Y1 - 2026/5/7

KW - Accelerometry

KW - Heart Rat

KW - Mobile Health

KW - Photoplethysmography

KW - RR Intervals

KW - Signal Processing

KW - Signal Quality

KW - Wearable Electronic Devices

UR - https://www.scopus.com/pages/publications/105038752417

U2 - 10.3233/SHTI260087

DO - 10.3233/SHTI260087

M3 - Conference contribution

C2 - 42119123

AN - SCOPUS:105038752417

T3 - Studies in Health Technology and Informatics

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EP - 221

BT - dHealth 2026 - Proceedings of the 20th Health Informatics Meets Digital Health Conference

A2 - Schreier, Gunter

A2 - Baumgartner, Martin

A2 - Hayn, Dieter

A2 - Pfeifer, Bernhard

PB - IOS Press BV

T2 - 20th Health Informatics Meets Digital Health Conference, dHealth 2026

Y2 - 12 May 2026 through 13 May 2026

ER -

Hainzl K, Negm A, Schweighofer E, Wagner N, Busch A, Schreinlechner M et al. Signal Quality and Reliability of Heart Rate Measurement Using Simultaneous PPG and Inertial Data in Healthy Adults. In Schreier G, Baumgartner M, Hayn D, Pfeifer B, editors, dHealth 2026 - Proceedings of the 20th Health Informatics Meets Digital Health Conference. IOS Press BV. 2026. p. 216-221. (Studies in Health Technology and Informatics). doi: 10.3233/SHTI260087

Signal Quality and Reliability of Heart Rate Measurement Using Simultaneous PPG and Inertial Data in Healthy Adults

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