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

Hongnian Yu, Shuang Cang, Yan Wang

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

16 Citations (Scopus)

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.

Original languageEnglish
Title of host publicationSKIMA 2016 - 2016 10th International Conference on Software, Knowledge, Information Management and Applications
PublisherIEEE
Pages250-257
Number of pages8
ISBN (Electronic)9781509032976
ISBN (Print)9781509032990
DOIs
Publication statusPublished - 4 May 2017
Event10th International Conference on Software, Knowledge, Information Management and Applications, SKIMA 2016 - Chengdu, China
Duration: 15 Dec 201617 Dec 2016

Conference

Conference10th International Conference on Software, Knowledge, Information Management and Applications, SKIMA 2016
CountryChina
CityChengdu
Period15/12/1617/12/16

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