Bulletin of Electrical Engineering and Informatics
Vol 8, No 1: March 2019

Dynamic evolving neural fuzzy inference system equalization scheme in mode division multiplexer for optical fiber transmission

Awab Noori (University Utara Malaysia)
Angela Amphawan (Massachusetts Institute of Technology (MIT))
Alaan Ghazi (University Malaysia Perlis)
S. A. Aljunid Ghazi (University Malaysia Perlis)



Article Info

Publish Date
01 Mar 2019

Abstract

The performance of optical mode division multiplexer (MDM) is affected by inter-symbol interference (ISI), which arises from higher-order mode coupling and modal dispersion in multimode fiber (MMF). Existing equalization algorithms in MDM can mitigate linear channel impairments, but cannot tackle nonlinear channel impairments accurately. Therefore, mitigating the noise in the received signal of MDM in the presence of ISI to recover the transmitted signal is important issue. This paper aims at controlling the broadening of the signal from MDM and minimizing the undesirable noise among channels. A dynamic evolving neural fuzzy inference system (DENFIS) equalization scheme has been used to achieve this objective. Results illustrate that nonlinear DENFIS equalization scheme can improve the received distorted signal from an MDM with better accuracy than previous linear equalization schemes such as recursive‐least‐square (RLS) algorithm. Desirably, this effect allows faster data transmission rate in MDM. Additionally, the successful offline implementation of DENFIS equalization in MDM encourages future online implementation of DENFIS equalization in embedded optical systems.

Copyrights © 2019






Journal Info

Abbrev

EEI

Publisher

Subject

Computer Science & IT Electrical & Electronics Engineering Engineering

Description

Bulletin of Electrical Engineering and Informatics ISSN: 2302-9285 is open to submission from scholars and experts in the wide areas of electrical, electronics, instrumentation, control, telecommunication, computer engineering, computer science, information technology and informatics from the global ...