Activity recognition using a combination of high gain observer and deep learning computer vision algorithms

•The paper develops a novel method to identify daily living activities of a person using a single wearable sensor on the person's chest.•This paper presents the idea of converting sensor readings to images using spectrograms, so that image processing algorithms can be utilized.•The paper demons...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Intelligent systems with applications Jg. 18; S. 200213
Hauptverfasser:	Nouriani, A., McGovern, R., Rajamani, R.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.05.2023 Elsevier
Schlagworte:	Activity recognition Daily living activities Deep learning Estimation Inertial sensors Nonlinear observers Deep learning Activity recognition Nonlinear observers Inertial sensors Daily living activities Estimation
ISSN:	2667-3053, 2667-3053
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!