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

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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

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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