Real-Time Human Activity Recognition System Exploiting Ubiquitous Wi-Fi Signals

Ge, Y., Dashtipour, K., Shah, S. A. , Cooper, J. , Abbasi, Q. H. and Imran, M. A. (2021) Real-Time Human Activity Recognition System Exploiting Ubiquitous Wi-Fi Signals. In: 2021 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, Singapore, 04-10 Dec 2021, pp. 1033-1034. ISBN 9781728146706 (doi: 10.1109/APS/URSI47566.2021.9704160)

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Abstract

In recent years, the development of wireless network provides the hardware foundation for wireless perception within indoor environment. The wireless sensing system has been applied in many fields, such as intrusion detection, search rescue, gesture recognition and abnormal human activities detection such as falling, wandering behaviour, breathing and heart rates and so on. Among of them, Wi-Fi sensing has proven to be effective since it exploits off-the-shelf low-cost small wireless devices operating at 2.4 GHz frequency band and also a potential field for real-time sensing method for human recognition. This paper presents foundation for real-time Wi-Fi sensing system to detect various human activities when performed in indoor settings.

Item Type:Conference Proceedings
Status:Published
Refereed:Yes
Glasgow Author(s) Enlighten ID:Ge, Yao and Dashtipour, Dr Kia and Abbasi, Professor Qammer and Imran, Professor Muhammad and Shah, Mr Syed and Cooper, Professor Jonathan
Authors: Ge, Y., Dashtipour, K., Shah, S. A., Cooper, J., Abbasi, Q. H., and Imran, M. A.
College/School:College of Science and Engineering > School of Engineering
College of Science and Engineering > School of Engineering > Biomedical Engineering
College of Science and Engineering > School of Engineering > Electronics and Nanoscale Engineering
College of Science and Engineering > School of Engineering > Systems Power and Energy
ISBN:9781728146706
Published Online:16 February 2022
Copyright Holders:Copyright © 2021 IEEE
First Published:First published in 2021 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting: 1033-1034
Publisher Policy:Reproduced in accordance with the publisher copyright policy
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