A 20-Mb/s VLC Link With a Polymer LED and a Multilayer Perceptron Equalizer

P. A. Haigh, F. Bausi, T. Kanesan, S. T. Le, Sujan Rajbhandari, Z. Ghassemlooy, I. Papakonstantinou, W. Popoola, A. Burton, H. Le Min, A. D. Ellis, F. Cacialli

Research output: Contribution to journalArticle

18 Citations (Scopus)
21 Downloads (Pure)

Abstract

This letter experimentally demonstrates a visible light communication system using a 350-kHz polymer light-emitting diode operating at a total bit rate of 19 Mb/s with a bit error rate (BER) of 10-6 and 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.
Original languageEnglish
Pages (from-to)1975 - 1978
JournalIEEE Photonics Technology Letters
Volume26
Issue number19
DOIs
Publication statusPublished - 1 Oct 2014

Fingerprint

self organizing systems
Multilayer neural networks
Equalizers
bit error rate
neurons
Bit error rate
Neurons
Light emitting diodes
Polymers
light emitting diodes
keying
Forward error correction
polymers
classifiers
format
optical communication
telecommunication
Communication systems
Classifiers
Modulation

Bibliographical note

“© 2014 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.”

Keywords

  • error statistics
  • forward error correction
  • multilayer perceptrons
  • neural nets
  • optical communication equipment
  • optical links
  • optical modulation
  • organic light emitting diodes
  • visible spectra
  • VLC link
  • artificial neural network classifier
  • bit error rate
  • bit rate 10 Mbit/s to 6 Mbit/s
  • bit rate 19 Mbit/s
  • bit rate 20 Mbit/s
  • forward error correction limit
  • frequency 350 kHz
  • modulation format
  • multilayer perceptron equalizer
  • polymer LED
  • polymer light-emitting diode
  • visible light communication system
  • Artificial neural network
  • equalizers
  • visible light communications
  • Artificial neural networks
  • Bandwidth
  • Bit error rate
  • Equalizers
  • Neurons
  • Polymers
  • Training

Cite this

Haigh, P. A., Bausi, F., Kanesan, T., Le, S. T., Rajbhandari, S., Ghassemlooy, Z., ... Cacialli, F. (2014). A 20-Mb/s VLC Link With a Polymer LED and a Multilayer Perceptron Equalizer. IEEE Photonics Technology Letters, 26(19), 1975 - 1978. https://doi.org/10.1109/LPT.2014.2343692

A 20-Mb/s VLC Link With a Polymer LED and a Multilayer Perceptron Equalizer. / Haigh, P. A.; Bausi, F.; Kanesan, T.; Le, S. T.; Rajbhandari, Sujan; Ghassemlooy, Z.; Papakonstantinou, I.; Popoola, W.; Burton, A.; Le Min, H.; Ellis, A. D.; Cacialli, F.

In: IEEE Photonics Technology Letters, Vol. 26, No. 19, 01.10.2014, p. 1975 - 1978.

Research output: Contribution to journalArticle

Haigh, PA, Bausi, F, Kanesan, T, Le, ST, Rajbhandari, S, Ghassemlooy, Z, Papakonstantinou, I, Popoola, W, Burton, A, Le Min, H, Ellis, AD & Cacialli, F 2014, 'A 20-Mb/s VLC Link With a Polymer LED and a Multilayer Perceptron Equalizer' IEEE Photonics Technology Letters, vol. 26, no. 19, pp. 1975 - 1978. https://doi.org/10.1109/LPT.2014.2343692
Haigh, P. A. ; Bausi, F. ; Kanesan, T. ; Le, S. T. ; Rajbhandari, Sujan ; Ghassemlooy, Z. ; Papakonstantinou, I. ; Popoola, W. ; Burton, A. ; Le Min, H. ; Ellis, A. D. ; Cacialli, F. / A 20-Mb/s VLC Link With a Polymer LED and a Multilayer Perceptron Equalizer. In: IEEE Photonics Technology Letters. 2014 ; Vol. 26, No. 19. pp. 1975 - 1978.
@article{83b4157a588f4cd2837768782e669aaf,
title = "A 20-Mb/s VLC Link With a Polymer LED and a Multilayer Perceptron Equalizer",
abstract = "This letter experimentally demonstrates a visible light communication system using a 350-kHz polymer light-emitting diode operating at a total bit rate of 19 Mb/s with a bit error rate (BER) of 10-6 and 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.",
keywords = "error statistics, forward error correction, multilayer perceptrons, neural nets, optical communication equipment, optical links, optical modulation, organic light emitting diodes, visible spectra, VLC link, artificial neural network classifier, bit error rate, bit rate 10 Mbit/s to 6 Mbit/s, bit rate 19 Mbit/s, bit rate 20 Mbit/s, forward error correction limit, frequency 350 kHz, modulation format, multilayer perceptron equalizer, polymer LED, polymer light-emitting diode, visible light communication system, Artificial neural network, equalizers, visible light communications, Artificial neural networks, Bandwidth, Bit error rate, Equalizers, Neurons, Polymers, Training",
author = "Haigh, {P. A.} and F. Bausi and T. Kanesan and Le, {S. T.} and Sujan Rajbhandari and Z. Ghassemlooy and I. Papakonstantinou and W. Popoola and A. Burton and {Le Min}, H. and Ellis, {A. D.} and F. Cacialli",
note = "“{\circledC} 2014 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.”",
year = "2014",
month = "10",
day = "1",
doi = "10.1109/LPT.2014.2343692",
language = "English",
volume = "26",
pages = "1975 -- 1978",
journal = "IEEE Photonics Technology Letters",
issn = "1041-1135",
publisher = "Institute of Electrical and Electronics Engineers",
number = "19",

}

TY - JOUR

T1 - A 20-Mb/s VLC Link With a Polymer LED and a Multilayer Perceptron Equalizer

AU - Haigh, P. A.

AU - Bausi, F.

AU - Kanesan, T.

AU - Le, S. T.

AU - Rajbhandari, Sujan

AU - Ghassemlooy, Z.

AU - Papakonstantinou, I.

AU - Popoola, W.

AU - Burton, A.

AU - Le Min, H.

AU - Ellis, A. D.

AU - Cacialli, F.

N1 - “© 2014 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.”

PY - 2014/10/1

Y1 - 2014/10/1

N2 - This letter experimentally demonstrates a visible light communication system using a 350-kHz polymer light-emitting diode operating at a total bit rate of 19 Mb/s with a bit error rate (BER) of 10-6 and 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.

AB - This letter experimentally demonstrates a visible light communication system using a 350-kHz polymer light-emitting diode operating at a total bit rate of 19 Mb/s with a bit error rate (BER) of 10-6 and 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.

KW - error statistics

KW - forward error correction

KW - multilayer perceptrons

KW - neural nets

KW - optical communication equipment

KW - optical links

KW - optical modulation

KW - organic light emitting diodes

KW - visible spectra

KW - VLC link

KW - artificial neural network classifier

KW - bit error rate

KW - bit rate 10 Mbit/s to 6 Mbit/s

KW - bit rate 19 Mbit/s

KW - bit rate 20 Mbit/s

KW - forward error correction limit

KW - frequency 350 kHz

KW - modulation format

KW - multilayer perceptron equalizer

KW - polymer LED

KW - polymer light-emitting diode

KW - visible light communication system

KW - Artificial neural network

KW - equalizers

KW - visible light communications

KW - Artificial neural networks

KW - Bandwidth

KW - Bit error rate

KW - Equalizers

KW - Neurons

KW - Polymers

KW - Training

U2 - 10.1109/LPT.2014.2343692

DO - 10.1109/LPT.2014.2343692

M3 - Article

VL - 26

SP - 1975

EP - 1978

JO - IEEE Photonics Technology Letters

JF - IEEE Photonics Technology Letters

SN - 1041-1135

IS - 19

ER -