Optimal Transmitter Power Control for indoor RGB-based visible light communication
No Thumbnail Available
Date
2018
Authors
Kamwangala, Christian
Journal Title
Journal ISSN
Volume Title
Publisher
Abstract
Despite efforts to improve the efficiency and the spacial reuse of the ubiquitous
RF frequencies range, the RF spectrum suffers from several issues, namely spectrum
congestion and lack of bandwidth for future technologies such as 5G. Visible
light communication (VLC) is a wireless technology that uses light as medium of
communication. With light emitting diodes (LEDs) lighting becoming common,
it is a natural extension of the lighting technology to modulate the LEDs at high
speed to enable potentially high bandwidth downlinks.
Higher bandwidth becomes a major challenge in the development and implementation
of VLC systems as transmission rates increase. One way of increasing
bandwidth is through wavelength division multiplexing (WDM) in multicarrier
systems that use red, green and blue (RGB) light emitting diodes to produce
white light. However, these systems often suffer from low performance because of
crosstalk interference, mainly caused by the imperfect nature of optical filters used
to discriminate between the colours. The current research project aims to study
the effects of optimal transmitter power control on the performance of WDM RGBLEDs
VLC systems. The research investigates both centralized and distributed scenarios,
using the water-filling algorithm and the Refereed Game Theory to mitigate
the interference between the different light colour carriers.
Results for the centralized power control show that by using mathematical models
that take into consideration the effects of optical filters used for detection of
colour signals, one is able to predict the trends in the overall system’s performance.
This enables us to adequately, determine the optimal power levels in the red and
blue channels that result in the best overall performance of the system. This information
is then used to formulate a distributed optimization power control scheme
based on the Refereed Game Theory, which shows that cooperation between colour
carriers to minimize crosstalk can be enforced by introducing a referee.
Description
A dissertation submitted to the Faculty of Engineering and the Built Environment,
University of the Witwatersrand, Johannesburg, in fulfilment of
the requirements for the degree of Master of Science in Engineering.
Johannesburg, 05 October 2018
Keywords
Citation
Kamwangala, Christian Kabukayi (2018) Optimal transmitter power control for indoor RGB-based visible light communication,University of the Witwatersrand, Johannesburg, <http://hdl.handle.net/10539/27042>