Publications

Journal Articles – First Author

Device-Free Localization Using Privacy-Preserving Infrared Signatures Acquired from Thermopiles and Machine Learning
Nathaniel Faulkner, Fakhrul Alam, Mathew Legg, Serge Demidenko

2021 - IEEE Access

This paper used low resolution (8 by 8 pixels) thermopiles to localise a subject. The subject does not require a device on their person, and can be positioned with 10-20 cm median accuracy. The system was tested upon a range of subjects in several environments without significant performance deterioration.

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CapLoc: Capacitive Sensing Floor for Device-Free Localization and Fall Detection
Nathaniel Faulkner, Baden Parr, Fakhrul Alam, Mathew Legg, Serge Demidenko

2020 - IEEE Access

CapLoc is a floor-based DFL solution that can localize a subject in real-time using capacitive sensing.

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Watchers on the wall: Passive visible light-based positioning and tracking with embedded light-sensors on the wall
Nathaniel Faulkner, Fakhrul Alam, Mathew Legg, Serge Demidenko

2019 - IEEE Transactions on Instrumentation and Measurement

Watchers on the Wall, localises a target based on measuring the change the target creates in the received signal strength of the ambient light recorded at an array of light-sensors embedded in the wall.

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Journal Articles – Co-Author

Device free localization: A review of non-RF techniques for unobtrusive indoor positioning
Fakhrul Alam, Nathaniel Faulkner, Baden Parr

2020 - IEEE Internet of Things Journal

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FieldLight: Device-free indoor human localization using passive visible light positioning and artificial potential fields
Daniel Konings, Nathaniel Faulkner, Fakhrul Alam, Edmund M.-K. Lai, Serge Demidenko

2019 - IEEE Sensors Journal

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Indoor visible light positioning using spring-relaxation technique in real-world setting
Fakhrul Alam, Nathaniel Faulkner, Mathew Legg, Serge Demidenko

2019 - IEEE Access

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