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Towards Multi-resident Activity Monitoring with Smarter Safer Home Platform
Citation
Tran, SN and Zhang, Q, Towards Multi-resident Activity Monitoring with Smarter Safer Home Platform, Smart Assisted Living. Computer Communications and Networks, Springer, F Chen, R Garcia-Betances, L Chen, M Cabrera-Umpierrez, and C Nugent (ed), Switzerland, pp. 249-267. ISBN 978-3-030-25590-9 (2019) [Research Book Chapter]
Copyright Statement
Copyright 2020 Springer Nature Switzerland AG
DOI: doi:10.1007/978-3-030-25590-9_12
Abstract
This chapter demonstrates a system that can turn a normal house to a smart house for daily activity monitoring with the use of ambient sensors. We first introduce our smarter safer home platform and its applications in supporting independent livings of seniors in their own home. Then we show a proof of concept which includes a novel activity annotation method through voice recording and deep learning techniques for automatic activity recognition. Our multi-resident activity recognition system (MRAR) is designed to support multiple occupants in a house with minimum impact on their living styles. We evaluate the system in a real house lived by a family of three. The experimental results show that it is promising to develop a smart home system for multiple residents which is portable and easy to deploy.
Item Details
Item Type: | Research Book Chapter |
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Keywords: | multi-resident activity, smart homes, ambient intelligence, voice-based annotation, activity recognition |
Research Division: | Information and Computing Sciences |
Research Group: | Artificial intelligence |
Research Field: | Intelligent robotics |
Objective Division: | Health |
Objective Group: | Specific population health (excl. Indigenous health) |
Objective Field: | Health related to ageing |
UTAS Author: | Tran, SN (Dr Son Tran) |
ID Code: | 139110 |
Year Published: | 2019 |
Deposited By: | Information and Communication Technology |
Deposited On: | 2020-05-27 |
Last Modified: | 2020-06-10 |
Downloads: | 0 |
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