Observatorio de I+D+i UPM

Memorias de investigación
Communications at congresses:
Designing and Testing HealthTracker for Activity Recognition and Energy Expenditure Estimation within the DAPHNE Platform
Year:2016
Research Areas
  • Engineering
Information
Abstract
This paper describes the design and evaluation of a mobile software library, HealthTracker, which aims to produce activity and energy expenditure estimations in real-time from accelerometer and gyroscope data provided by wearable sensors. Using feature extraction together with a classifier trained using machine learning, the system will automatically and periodically send all the produced estimations to a cloud-based platform that will allow later evaluation by both the user and a physician or caretaker. The system is presented within the DAPHNE platform, an ICT ecosystem designed to provide a means for remote health and lifestyle monitoring and guidance between physicians and their patients.
International
Si
Congress
International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare
960
Place
Reviewers
Si
ISBN/ISSN
1877-0509
Start Date
19/09/2016
End Date
22/09/2016
From page
348
To page
355
International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare ICTH2016
Participants
  • Autor: Gonzalo Bailador Pozo (UPM)
  • Autor: Javier Andrés Calvo (UPM)
  • Autor: Catherine Gibbons (University of Leeds,)
  • Autor: Alberto Olmo (Treelogic SL,)
Research Group, Departaments and Institutes related
  • Creador: Centro o Instituto I+D+i: Centro de Domótica Integral, CEDINT
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