Signal processing technology of wearable devices for ECG measurement

Wearable devices are portable, dynamic, real-time and continuous, and play an increasingly important role in areas such as physiological monitoring and disease prevention. Electrocardiogram (ECG) monitoring has important clinical value in the diagnosis, prevention and rehabilitation of cardiovascular diseases. With the rapid development of the element of Internet like artificial intelligence, big data and other technologies, wearable ECG is playing an increasingly important role. This paper presents the application of wearable technology in health monitoring and how different types of wearable devices (for example, smartwatches, wearable fetal ECG monitoring systems) can monitor physiological data (for instance, heart rate, blood pressure) in real time. Explored signal processing techniques used to process biological signals (for example, electrocardiograms), illustrated typical circuit design, electrocardiographic equipment. It also studied different types of denoising methods in wearable device design considerations to effectively restore ECG signal, and the design of low-power circuits. Finally, existing problems in cardiac monitoring with wearable devices are discussed, and development opportunities and future challenges are envisioned.

Authors

Institutions

Publication Details

Journal
IET conference proceedings.
Published
2025-01-01
DOI
https://doi.org/10.1049/icp.2024.3967
Primary Topic
ECG Monitoring and Analysis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Signal processing technology of wearable devices for ECG measurement

Jin Liu
IET conference proceedings.
ECG Monitoring and Analysis
article

Signal processing technology of wearable devices for ECG measurement

Jin Liu
article en

Abstract

Wearable devices are portable, dynamic, real-time and continuous, and play an increasingly important role in areas such as physiological monitoring and disease prevention. Electrocardiogram (ECG) monitoring has important clinical value in the diagnosis, prevention and rehabilitation of cardiovascular diseases. With the rapid development of the element of Internet like artificial intelligence, big data and other technologies, wearable ECG is playing an increasingly important role. This paper presents the application of wearable technology in health monitoring and how different types of wearable devices (for example, smartwatches, wearable fetal ECG monitoring systems) can monitor physiological data (for instance, heart rate, blood pressure) in real time. Explored signal processing techniques used to process biological signals (for example, electrocardiograms), illustrated typical circuit design, electrocardiographic equipment. It also studied different types of denoising methods in wearable device design considerations to effectively restore ECG signal, and the design of low-power circuits. Finally, existing problems in cardiac monitoring with wearable devices are discussed, and development opportunities and future challenges are envisioned.

IET conference proceedings.Vol. 2024(19)
Tiangong University (CN)
Affordable and clean energy
Openalex Percentile: Top 99%
ECG Monitoring and Analysis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Signal processing technology of wearable devices for ECG measurement — Jin Liu · IET conference proceedings. (2025) | TGRS Research Map | TGRS