ArticleSensors (Basel, Switzerland)2015
Heart Rate Variability Monitoring during Sleep Based on Capacitively Coupled Textile Electrodes on a Bed.
Article in Sensors (Basel, Switzerland), 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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Who cites it
21 citing papers in PubMed.
- Cardiac Monitoring with Textile Capacitive Electrodes in Driving Applications: Characterization of Signal Quality and RR Duration Accuracy.Sensors (Basel, Switzerland) · 2025Article
- Unobtrusive Bed Monitor State of the Art.Sensors (Basel, Switzerland) · 2025Review
- Recent Advances and Applications of Textile Technology in Patient Monitoring.Healthcare (Basel, Switzerland) · 2023Review
- A Smart Textile Band Achieves High-Quality Electrocardiograms in Unrestrained Horses.Animals : an open access journal from MDPI · 2022Article
- Development of Low Hysteresis, Linear Weft-Knitted Strain Sensors for Smart Textile Applications.Sensors (Basel, Switzerland) · 2022Article
- Capacitively-Coupled ECG and Respiration for Sleep-Wake Prediction and Risk Detection in Sleep Apnea Patients.Sensors (Basel, Switzerland) · 2021Article
- Wearable Smart Textiles for Long-Term Electrocardiography Monitoring-A Review.Sensors (Basel, Switzerland) · 2021Review
- Supervised SVM Transfer Learning for Modality-Specific Artefact Detection in ECG.Sensors (Basel, Switzerland) · 2021Article
- Development of Washable Silver Printed Textile Electrodes for Long-Term ECG Monitoring.Sensors (Basel, Switzerland) · 2020Article
- Hypertension Diagnosis Index for Discrimination of High-Risk Hypertension ECG Signals Using Optimal Orthogonal Wavelet Filter Bank.International journal of environmental research and public health · 2019Article
- Sleep quality prediction in caregivers using physiological signals.Computers in biology and medicine · 2019Article
- A Clinically Evaluated Interferometric Continuous-Wave Radar System for the Contactless Measurement of Human Vital Parameters.Sensors (Basel, Switzerland) · 2019Article
- A Novel CNN-Based Framework for Classification of Signal Quality and Sleep Position from a Capacitive ECG Measurement.Sensors (Basel, Switzerland) · 2019Article
- Multiscale Fine-Grained Heart Rate Variability Analysis for Recognizing the Severity of Hypertension.Computational and mathematical methods in medicine · 2019Article
- Capturing Electrocardiogram Signals from Chairs by Multiple Capacitively Coupled Unipolar Electrodes.Sensors (Basel, Switzerland) · 2018Article
- Adaptive Noise Reduction Algorithm to Improve R Peak Detection in ECG Measured by Capacitive ECG Sensors.Sensors (Basel, Switzerland) · 2018Article
- Evaluation of a Multichannel Non-Contact ECG System and Signal Quality Algorithms for Sleep Apnea Detection and Monitoring.Sensors (Basel, Switzerland) · 2018Article
- Capacitive Sensing for Non-Invasive Breathing and Heart Monitoring in Non-Restrained, Non-Sedated Laboratory Mice.Sensors (Basel, Switzerland) · 2016Article
- Defining Requirements and Related Methods for Designing Sensorized Garments.Sensors (Basel, Switzerland) · 2016Article
- Reduction of Motion Artifacts and Improvement of R Peak Detecting Accuracy Using Adjacent Non-Intrusive ECG Sensors.Sensors (Basel, Switzerland) · 2016Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In this study, we developed and tested a capacitively coupled electrocardiogram (ECG) measurement system using conductive textiles on a bed, for long-term healthcare monitoring. The system, which was designed to measure ECG in a bed with no constraints of sleep position and posture, included a foam layer to increase the contact region with the curvature of the body and a cover to ensure durability and easy installation. Nine healthy subjects participated in the experiment during polysomnography (PSG), and the heart rate (HR) coverage and heart rate variability (HRV) parameters were analyzed to evaluate the system. The experimental results showed that the mean of R-peak coverage was 98.0% (95.5%-99.7%), and the normalized errors of HRV time and spectral measures between the Ag/AgCl system and our system ranged from 0.15% to 4.20%. The root mean square errors for inter-beat (RR) intervals and HR were 1.36 ms and 0.09 bpm, respectively. We also showed the potential of our developed system for rapid eye movement (REM) sleep and wake detection as well as for recording of abnormal states.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.