Advanced classification of ambulatory activities using spectral density distances and heart rate

Hala Abdul Rahman (1, 2, 3, 4) , Di Ge (1) , Alexis Le Faucheur (5, 3, 4, 2) , Jacques Prioux (3, 2) , Guy Carrault (1)

1 LTSI - Laboratoire Traitement du Signal et de l'Image
2 ENS Rennes - École normale supérieure - Rennes
3 M2S - Laboratoire Mouvement Sport Santé
4 CIC - Centre d'Investigation Clinique [Rennes]
5 Centre Hospitalier Universitaire de Rennes [CHU Rennes] = Rennes University Hospital [Ponchaillou]

Mots clés: Activity classification; Acceleration; Heart Rate; Machine learning; Physical activity; Spectral distances; Wearable sensors

Domaines: Sciences du Vivant [q-bio]

Hala Abdul Rahman, Di Ge, Alexis Le Faucheur, Jacques Prioux, Guy Carrault. Advanced classification of ambulatory activities using spectral density distances and heart rate. Biomedical Signal Processing and Control, 2017, 34, pp.9--15. ⟨10.1016/j.bspc.2016.12.018⟩. ⟨hal-01507628⟩