A review of sensor selection, sensor devices and sensor deployment for wearable sensor-based human activity recognition systems

Yu, Hongnian, Cang, Shuang and Wang, Yan (2017) A review of sensor selection, sensor devices and sensor deployment for wearable sensor-based human activity recognition systems. In: SKIMA 2016 - 10th International Conference on Software, Knowledge, Information Management and Applications, 15th - 17th December 2016, Chengdu, China.

Full text not available from this repository.

Abstract

Data preprocessing, feature selection and classification algorithms usually occupy the bulk of surveys on human activity recognition (HAR). This paper instead gives a brief review on the data acquisition which is a critical stage of the wearable data-driven-based HAR. The review focuses on the determination of sensor types, modality of sensor devices, sensor deployment and data collection. The work aims to provide a comprehensive and detailed guidance for the fundamental part in HAR, also to highlight the challenges related to the topics reviewed.

Item Type:	Conference or Workshop Item (Paper)
Uncontrolled Keywords:	wearable sensors; sensor device; sensor deployment; data collection; daily activity recognition
Subjects:	G400 Computer Science
Department:	Faculties > Business and Law > Newcastle Business School
Depositing User:	Paul Burns
Date Deposited:	29 Nov 2018 17:20
Last Modified:	19 Nov 2019 09:47
URI:	http://nrl.northumbria.ac.uk/id/eprint/36978

Downloads