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A Survey on Contactless Human Sensing Using Radio Waves
PhD Qualifying Examination
Title: "A Survey on Contactless Human Sensing Using Radio Waves"
by
Mr. Zhiyang LI
Abstract:
Human sensing aims at measuring various aspects of human beings, such as
activity, identity and location. Traditional methods for human sensing
typically attach wearable devices to human body, which is intrusive and
uncomfortable. Recently, some camera-based systems have been developed,
but the use of cameras has raised privacy concerns. Furthermore, cameras
can only work in Line-of-Sight scenarios. To avoid these defects,
researchers resort to radio waves and have developed many contactless
human sensing systems. These systems work by analyzing the reflected
wireless signals from human body.
In this survey, we provide a detailed overview of the systems designed for
contactless human sensing based on radio waves. We first introduce the
background, motivation and intuition of radio wave based human sensing,
and provide necessary preliminaries. Then we review the published systems
categorized by their applications, including activity recognition, gesture
recognition, fall detection, vital signs monitoring, sleep monitoring,
authentication, localization, imaging and others. Finally, we conclude the
survey and discuss some possible future directions.
Date: Wednesday, 6 March 2019
Time: 10:00am - 12:00noon
Venue: Room 4472
Lifts 25/26
Committee Members: Prof. Qian Zhang (Supervisor)
Prof. Gary Chan (Chairperson)
Dr. Xiaojuan Ma
Dr. Wei Wang
**** ALL are Welcome ****