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

作者：

Highlights：

• 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.

摘要

•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.

论文关键词：Human activity recognition,Wearable sensors,Deep learning,Features,Healthcare

论文评审过程：Received 20 October 2018, Revised 23 April 2019, Accepted 24 April 2019, Available online 25 April 2019, Version of Record 9 July 2019.

论文官网地址：https://doi.org/10.1016/j.eswa.2019.04.057