Summary¶
This book presented an introduction to processing wearable sensor data using signal processing and machine learning.
The book has covered:
The background to wearable devices, including the signals they measure, the physiology behind the signals, and their applications.
A practical introduction to wearable sensor data analysis, including data extraction and signal processing.
Hands-on experience of a real-world problem relating to wearable data, including the opportunity to consider potential use cases, develop and test a data analysis algorithm, and design algorithm assessment methodology.
This book provides only a light introduction to the topic, but hopefully provides you with some key skills and insights on which to build. For further reading on wearables, see:
Charlton PH et al., Wearable Photoplethysmography for Cardiovascular Monitoring. Proceedings of the IEEE. DOI: 10.1109/JPROC.2022.3149785
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