A survey on wearable sensor modality centred human activity recognition in health care

•Discuss limitations and strengths of different sensor modalities.•Focus on the detailed techniques of wearable sensor-based systems.•Survey both hand-crafted and the deep learned features.•Identify the challenges for further improvement. Increased life expectancy coupled with declining birth rates...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Expert systems with applications 2019-12, Vol.137, p.167-190
Hauptverfasser:	Wang, Yan, Cang, Shuang, Yu, Hongnian
Format:	Artikel
Sprache:	eng
Schlagworte:	Deep learning Features Healthcare Human activity recognition Life expectancy Machine learning Mental health Sensors Wearable sensors Wearable technology
Online-Zugang:	Volltext
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