Improvement of RMSE in optical fiber communication systems using RBF ANN post processing approach

Ali Al-Lawati, Hadj Bourdoucen

Research output: Contribution to journalArticle

2 Citations (Scopus)

Abstract

In this paper, improvement of Bit Error-Rate (BER) in optical fiber data transmission using an Artificial Neural Networks (ANN) post processing approach is developed. The approach has been tested on optical fiber systems operating at bit rates of up to 10Gbps for a non-return-to-zero (NRZ) modulation formats. The transmission system considered is built using standard optical transmitters and receivers operating in the region of 1550 nm using a standard single mode fiber (SSMF). Performance of signals detected and post processed has been evaluated through Numerical simulations and have shown a very good improvement in the system RMSE after applying the RBF ANN post processing scheme on the detected electrical signal.

Original languageEnglish
Pages (from-to)9
Number of pages1
JournalJournal of Electrical Engineering
Volume11
Issue number1
Publication statusPublished - 2011

Fingerprint

Optical fiber communication
Optical fibers
Communication systems
Neural networks
Optical receivers
Single mode fibers
Processing
Bit error rate
Data communication systems
Modulation
Computer simulation
Optical transmitters

Keywords

  • Ann
  • Artificial neural networks
  • Nrz coding
  • Rbf
  • Transmission performance

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

Cite this

Improvement of RMSE in optical fiber communication systems using RBF ANN post processing approach. / Al-Lawati, Ali; Bourdoucen, Hadj.

In: Journal of Electrical Engineering, Vol. 11, No. 1, 2011, p. 9.

Research output: Contribution to journalArticle

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