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
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;
Conference_Titel :
Intelligent Environments (IE), 2015 International Conference on
Conference_Location :
Prague
