An overview of the sensors for heart rate monitoring used in extramural applications
This work presents an overview of the main strategies that have been proposed for non-
invasive monitoring of heart rate (HR) in extramural and home settings. We discuss three …
invasive monitoring of heart rate (HR) in extramural and home settings. We discuss three …
Motion-robust multimodal heart rate estimation using BCG fused remote-PPG with deep facial ROI tracker and pose constrained Kalman filter
Y Liu, B Qin, R Li, X Li, A Huang, H Liu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The heart rate (HR) signal is so weak in remote photoplethysmography (rPPG) and
ballistocardiogram (BCG) that HR estimation is very sensitive to face and body motion …
ballistocardiogram (BCG) that HR estimation is very sensitive to face and body motion …
Bed-based ballistocardiography: Dataset and ability to track cardiovascular parameters
Background: The goal of this work was to create a sharable dataset of heart-driven signals,
including ballistocardiograms (BCGs) and time-aligned electrocardiograms (ECGs) …
including ballistocardiograms (BCGs) and time-aligned electrocardiograms (ECGs) …
Accurate ballistocardiogram based heart rate estimation using an array of load cells in a hospital bed
The ballistocardiogram (BCG), a cardiac vibration signal, has been widely investigated for
continuous monitoring of heart rate (HR). Among BCG sensing modalities, a hospital bed …
continuous monitoring of heart rate (HR). Among BCG sensing modalities, a hospital bed …
Smart bed based daytime behavior prediction in Children with autism spectrum disorder-A Pilot Study
Monitoring the sleep patterns of children with autism spectrum disorders (ASD) and
understanding how sleep quality influences their daytime behavior is an important issue that …
understanding how sleep quality influences their daytime behavior is an important issue that …
Performance comparison for ballistocardiogram peak detection methods
A number of research groups have proposed methods for ballistocardiogram (BCG) peak
detection toward the identification of individual cardiac cycles. However, objective …
detection toward the identification of individual cardiac cycles. However, objective …
Atrial Fibrillation Detection Based on a Residual CNN Using BCG Signals
Q Su, Y Huang, X Wu, B Zhang, P Lu, T Lyu - Electronics, 2022 - mdpi.com
Atrial fibrillation (AF) is the most common arrhythmia and can seriously threaten patient
health. Research on AF detection carries important clinical significance. This manuscript …
health. Research on AF detection carries important clinical significance. This manuscript …
A Proof-of-concept Study on Non-contact BCG-based Cardiac Monitoring for In-patients with Sleep Apnea Syndrome Using Piezoelectric Ceramics
B Yu, Y Chen, D Cai, H Zhang - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
Cardiac monitoring is essential for in-patients with sleep apnea syndrome (SAS), where
ballistocardiography (BCG) based techniques provide a contact-free alternative. To assess …
ballistocardiography (BCG) based techniques provide a contact-free alternative. To assess …
Non-invasive monitoring of vital signs for older adults using recliner chairs
In-home monitoring has the potential to track health changes for older adults with chronic
health conditions, thereby making early treatment possible when exacerbations arise. A …
health conditions, thereby making early treatment possible when exacerbations arise. A …
Efficient J peak detection from ballistocardiogram using lightweight convolutional neural network
Y Huang, T **, C Sun, X Li, S Yang… - 2021 43rd Annual …, 2021 - ieeexplore.ieee.org
Ballistocardiagram (BCG) is a non-contact and non-invasive technique to obtain
physiological information with the potential to monitor Cardio Vascular Disease (CVD) at …
physiological information with the potential to monitor Cardio Vascular Disease (CVD) at …