作者
Ronnie Smith, Yuan Ding, George Goussetis, Mauro Dragone
发表日期
2021
研讨会论文
Ambient Intelligence–Software and Applications: 11th International Symposium on Ambient Intelligence
页码范围
127-136
出版商
Springer International Publishing
简介
The complexity and the intrusiveness of current proposals for AAL monitoring negatively impact end-user acceptability, and ultimately still hinder widespread adoption by key stakeholders (e.g. public and private sector care providers) who seek to balance system usefulness with upfront installation and long-term configuration and maintenance costs. We present the results of our experiments with a device-free wireless sensing (DFWS) approach utilising commercial off-the-shelf (COTS) Ultra High Frequency (UHF) Radio Frequency Identification (RFID) equipment. Our system is based on antennas above the ceiling and a dense deployment of passive RFID tags under the floor. We provide baseline performance of state of the art machine learning techniques applied to a region-level localisation task. We describe the dataset, which we collected in a realistic testbed, and which we share with the community …
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R Smith, Y Ding, G Goussetis, M Dragone - Ambient Intelligence–Software and Applications: 11th …, 2021