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SArES: A Modular Edge-Based SCG Processing Framework for Space-Oriented Cardiovascular Monitoring.
Bastian Steinhagen1, Urs-Vito Albrecht1
1Department of Digital Medicine, Medical School OWL, Bielefeld University, Bielefeld, Germany.
This study introduces SArES, a mobile edge application for seismocardiography (SCG) signal analysis. It enables real-time cardiovascular monitoring using wearable sensors, crucial for space missions and clinical settings.
Area of Science:
- Biomedical Engineering
- Wearable Technology
- Aerospace Medicine
Background:
- Continuous cardiovascular monitoring is vital for space missions due to microgravity and radiation.
- Seismocardiography (SCG) offers non-invasive cardiac monitoring via wearable accelerometers.
- SCG signals are susceptible to motion artifacts and environmental interference.
Purpose of the Study:
- To present SArES, a mobile edge application for SCG signal acquisition, processing, and visualization.
- To enable real-time and retrospective analysis of SCG data on a tablet device.
- To facilitate reproducible evaluation of SCG processing techniques.
Main Methods:
- Development of SArES, a mobile edge-based application.
- Integration of a configurable signal processing pipeline (preprocessing, peak detection, quality assessment, feature extraction).
- Deployment on a tablet device for on-site data handling.
Main Results:
- SArES enables on-device processing of SCG signals.
- The platform supports both real-time monitoring and retrospective analysis.
- Demonstrates the feasibility of mobile edge computing for SCG analysis.
Conclusions:
- SArES provides a versatile platform for SCG analysis in demanding environments.
- Highlights the potential of mobile edge devices for wearable cardiovascular monitoring.
- Applicable to both space-oriented research and clinical cardiovascular assessment.
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