A Wearable System for Real-Time Continuous Monitoring of Physical Activity.
Fabrizio TaffoniDiego RiveraAngelica La CameraAndrea NicolòJuan Ramón VelascoCarlo MassaroniPublished in: Journal of healthcare engineering (2018)
Over the last decades, wearable systems have gained interest for monitoring of physiological variables, promoting health, and improving exercise adherence in different populations ranging from elite athletes to patients. In this paper, we present a wearable system for the continuous real-time monitoring of respiratory frequency (fR), heart rate (HR), and movement cadence during physical activity. The system has been experimentally tested in the laboratory (by simulating the breathing pattern with a mechanical ventilator) and by collecting data from one healthy volunteer. Results show the feasibility of the proposed device for real-time continuous monitoring of fR, HR, and movement cadence both in resting condition and during activity. Finally, different synchronization techniques have been investigated to enable simultaneous data collection from different wearable modules.
Keyphrases
- heart rate
- physical activity
- heart rate variability
- blood pressure
- end stage renal disease
- electronic health record
- healthcare
- chronic kidney disease
- body mass index
- public health
- newly diagnosed
- ejection fraction
- acute respiratory distress syndrome
- prognostic factors
- peritoneal dialysis
- adipose tissue
- type diabetes
- skeletal muscle
- climate change
- sleep quality
- human health
- mass spectrometry
- resistance training
- deep learning
- high resolution
- social media
- extracorporeal membrane oxygenation
- glycemic control