Speckle Vibrometry for Instantaneous Heart Rate Monitoring.
Shuhao QueFokke B van MeulenWillem VerkruijsseMark J H van GastelSebastiaan OvereemSveta ZingerSander StuijkPublished in: Sensors (Basel, Switzerland) (2023)
Instantaneous heart rate (IHR) has been investigated for sleep applications, such as sleep apnea detection and sleep staging. To ensure the comfort of the patient during sleep, it is desirable for IHR to be measured in a contact-free fashion. In this work, we use speckle vibrometry (SV) to perform on-skin and on-textile IHR monitoring in a sleep setting. Minute motions on the laser-illuminated surface can be captured by a defocused camera, enabling the detection of cardiac motions even on textiles. We investigate supine, lateral, and prone sleeping positions. Based on Bland-Altman analysis between SV cardiac measurements and electrocardiogram (ECG), with respect to each position, we achieve the best limits of agreement with ECG values of [-8.65, 7.79] bpm, [-9.79, 9.25] bpm, and [-10.81, 10.23] bpm, respectively. The results indicate the potential of using speckle vibrometry as a contact-free monitoring method for instantaneous heart rate in a setting where the participant is allowed to rest in a spontaneous position while covered by textile layers.
Keyphrases
- heart rate
- heart rate variability
- blood pressure
- sleep apnea
- sleep quality
- physical activity
- left ventricular
- wastewater treatment
- obstructive sleep apnea
- high speed
- case report
- real time pcr
- minimally invasive
- depressive symptoms
- machine learning
- heart failure
- risk assessment
- deep learning
- convolutional neural network
- human health