Continuous Heart Rate Variability Estimation From PPG via State-Space Modeling

Our method enables robust HRV monitoring in realistic settings from common wearable sensors and provides strong baselines and results to support research and future applications.

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Publication Details

Journal
IEEE Transactions on Biomedical Engineering
Published
2026-01-01
DOI
https://doi.org/10.1109/tbme.2026.3678004
Primary Topic
Heart Rate Variability and Autonomic Control
Type
article
Field-Weighted Citation Impact
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article

Continuous Heart Rate Variability Estimation From PPG via State-Space Modeling

Berken Utku Demirel, Christian Holz
IEEE Transactions on Biomedical Engineering
Heart Rate Variability and Autonomic Control
article

Continuous Heart Rate Variability Estimation From PPG via State-Space Modeling

Berken Utku Demirel, Christian Holz
article en

Abstract

Our method enables robust HRV monitoring in realistic settings from common wearable sensors and provides strong baselines and results to support research and future applications.

IEEE Transactions on Biomedical EngineeringVol. PP
Zürich Airport (Switzerland) (CH)
Openalex Percentile: Top 17%
Heart Rate Variability and Autonomic Control
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Continuous Heart Rate Variability Estimation From PPG via State-Space Modeling — Berken Utku Demirel, Christian Holz · IEEE Transactions on Biomedical Engineering (2026) | TGRS Research Map | TGRS