A 20-Mb/s VLC link with a polymer LED and a multilayer perceptron equalizer

Haigh, Paul A., Bausi, Francesco, Kanesan, Thavamaran, Le, Son Thai, Rajbhandari, Sujan, Ghassemlooy, Zabih, Papakonstantinou, Ioannis, Popoola, Wasiu, Burton, Andrew, Minh, Hoa Le, Ellis, Andrew D. and Cacialli, Franco (2014). A 20-Mb/s VLC link with a polymer LED and a multilayer perceptron equalizer. IEEE Photonics Technology Letters, 26 (19), pp. 1975-1978.

Abstract

This letter experimentally demonstrates a visible light communication system using a 350-kHz polymer lightemitting diode operating at a total bit rate of 19 Mb/s with a bit error rate (BER) of 10-6and 20 Mb/s at the forward error correction limit for the first time. This represents a remarkable net data rate gain of ~55 times. The modulation format adopted is ON-OFF keying in conjunction with an artificial neural network classifier implemented as an equalizer. The number of neurons used in the experiment is varied from the set N = {5, 10, 20, 30, 40} with 40 neurons offering the best performance at 19 Mb/s and the BER of 10-6.

Publication DOI: https://doi.org/10.1109/LPT.2014.2343692
Divisions: Engineering & Applied Sciences > Electrical, Electronic & Power Engineering
Engineering & Applied Sciences > Aston Institute of Photonics Technology
Uncontrolled Keywords: artificial neural network,bit error rate,equalizers,organic light emitting diodes,visible light communications,Electrical and Electronic Engineering,Atomic and Molecular Physics, and Optics,Electronic, Optical and Magnetic Materials
Full Text Link: https://curve.c ... 20Equalizer.pdf
Related URLs: http://www.scop ... tnerID=8YFLogxK (Scopus URL)
https://ieeexpl ... r=6868188&tag=1 (Publisher URL)
Published Date: 2014-10-01
Authors: Haigh, Paul A.
Bausi, Francesco
Kanesan, Thavamaran
Le, Son Thai ( 0000-0002-3824-9456)
Rajbhandari, Sujan
Ghassemlooy, Zabih
Papakonstantinou, Ioannis
Popoola, Wasiu
Burton, Andrew
Minh, Hoa Le
Ellis, Andrew D. ( 0000-0002-0417-0547)
Cacialli, Franco

Export / Share Citation


Statistics

Additional statistics for this record