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SVM-based posture identification with a single waist-located triaxial accelerometer

Autor
Rodriguez-Martin, D.; Sama, A.; Perez, C.; Catala, A.; Cabestany, J.; Rodríguez, A.
Tipus d'activitat
Article en revista
Revista
Expert systems with applications
Data de publicació
2013-12
Volum
40
Número
18
Pàgina inicial
7203
Pàgina final
7211
DOI
https://doi.org/10.1016/j.eswa.2013.07.028 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/20276 Obrir en finestra nova
URL
http://www.sciencedirect.com/science/article/pii/S0957417413005058# Obrir en finestra nova
Resum
Analysis of human body movement is an important research area, specially for health applications. In order to assess the quality of life of people with mobility problems like Parkinson’s disease o stroke patients, it is crucial to monitor and assess their daily life activities. The main goal of this work is the characterization of basic activities using a single triaxial accelerometer located at the waist. This paper presents a novel postural detection algorithm based in SVM methods which is a...
Citació
Rodriguez, D. [et al.]. SVM-based posture identification with a single waist-located triaxial accelerometer. "Expert systems with applications", Desembre 2013, vol. 40, núm. 18, p. 7203-7211.
Paraules clau
Support Vector Machines Accelerometers Neurodegenerative Diseases Real Time Systems
Grup de recerca
AHA - Arquitectures Hardware Avançades
GREC - Grup de Recerca en Enginyeria del Coneixement
ISSET - Integrated Smart Sensors and Health Technologies

Participants