DocumentCode
1601247
Title
Activity Recognition Based on Streaming Sensor Data for Assisted Living in Smart Homes
Author
Beichen Chen ; Zhong Fan ; Fengming Cao
Author_Institution
Telecommun. Res. Lab., Toshiba Res. Eur. Ltd., Bristol, UK
fYear
2015
Firstpage
124
Lastpage
127
Abstract
This paper proposes an activity recognition method for streaming sensor data in smart homes. Experiments on real datasets have been carried out to show the effectiveness of the proposed approach. It has great potential for applications in e-health and assisted living.
Keywords
assisted living; home automation; activity recognition; activity recognition method; assisted living; e-health; sensor data streaming; smart homes; Accuracy; Assisted living; Data models; Predictive models; Smart homes; Support vector machines; Training; activity recognition; assisted living; machine learning;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Environments (IE), 2015 International Conference on
Conference_Location
Prague
Type
conf
DOI
10.1109/IE.2015.25
Filename
7194280
Link To Document