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A Survey of Optical Indoor Localization
PhD Qualifying Examination
Title: "A Survey of Optical Indoor Localization"
by
Mr. Han XU
Abstract:
Indoor localization is of great importance to a wide range of applications,
attracting many research efforts in the past decades. The mainstream indoor
localization is Radio Frequency (RF)-based method due to its pervasiveness,
however, it suffers from dramatic performance degradation in complex situations
on account of multipath fading and temporal dynamics. Recent advances in
Charge-coupled Device (CCD) technologies, actuator miniaturization, processing
speed, and image understanding have been driving the development of the
image-based localization systems. An improved performance of optical systems
has triggered image-based localization methods to become an attractive
alternative for applications in industrial metrology as well as for robot and
pedestrian navigation. Together with the popularity of smartphones and the
increasingly powerful cameras equipped, we envision a trend of pervasive
image-based indoor localization. Besides that, the widespread of Visible Light
Communication (VLC) makes Visible Light Positioning (VLP) become a spark that
may start a prairie fire.
In this article, we investigate a large body of recent optical indoor
localization systems and classify them into image-based approaches and
VLP-based approaches. For each category, works are further classified according
to how the user locations are referenced to the environment. Under each
subcategory, we emphasize the basic principles and address future directions of
research in this new and largely open area.
Date: Wednesday, 3 December 2014
Time: 3:00pm - 5:00pm
Venue: Room 3501
Lifts 25/26
Committee Members: Dr. Ke Yi (Supervisor)
Dr. Brahim Bensaou (Chairperson)
Prof. Gary Chan
Dr. Raymond Wong
**** ALL are Welcome ****