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FPGA-Implemented Fractal Decoder with Forward Error Correction in Short-Reach Optical Interconnects

Forward error correction (FEC) codes combined with high-order modulator formats, i.e., coded modulation (CM), are essential in optical communication networks to achieve highly efficient and reliable communication. The task of providing additional error control in the design of CM systems with high-p...

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Autores principales: Matsenko, Svitlana, Borysenko, Oleksiy, Spolitis, Sandis, Udalcovs, Aleksejs, Gegere, Lilita, Krotov, Aleksandr, Ozolins, Oskars, Bobrovs, Vjaceslavs
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8774681/
https://www.ncbi.nlm.nih.gov/pubmed/35052148
http://dx.doi.org/10.3390/e24010122
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author Matsenko, Svitlana
Borysenko, Oleksiy
Spolitis, Sandis
Udalcovs, Aleksejs
Gegere, Lilita
Krotov, Aleksandr
Ozolins, Oskars
Bobrovs, Vjaceslavs
author_facet Matsenko, Svitlana
Borysenko, Oleksiy
Spolitis, Sandis
Udalcovs, Aleksejs
Gegere, Lilita
Krotov, Aleksandr
Ozolins, Oskars
Bobrovs, Vjaceslavs
author_sort Matsenko, Svitlana
collection PubMed
description Forward error correction (FEC) codes combined with high-order modulator formats, i.e., coded modulation (CM), are essential in optical communication networks to achieve highly efficient and reliable communication. The task of providing additional error control in the design of CM systems with high-performance requirements remains urgent. As an additional control of CM systems, we propose to use indivisible error detection codes based on a positional number system. In this work, we evaluated the indivisible code using the average probability method (APM) for the binary symmetric channel (BSC), which has the simplicity, versatility and reliability of the estimate, which is close to reality. The APM allows for evaluation and compares indivisible codes according to parameters of correct transmission, and detectable and undetectable errors. Indivisible codes allow for the end-to-end (E2E) control of the transmission and processing of information in digital systems and design devices with a regular structure and high speed. This study researched a fractal decoder device for additional error control, implemented in field-programmable gate array (FPGA) software with FEC for short-reach optical interconnects with multilevel pulse amplitude (PAM-M) modulated with Gray code mapping. Indivisible codes with natural redundancy require far fewer hardware costs to develop and implement encoding and decoding devices with a sufficiently high error detection efficiency. We achieved a reduction in hardware costs for a fractal decoder by using the fractal property of the indivisible code from 10% to 30% for different n while receiving the reciprocal of the golden ratio.
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spelling pubmed-87746812022-01-21 FPGA-Implemented Fractal Decoder with Forward Error Correction in Short-Reach Optical Interconnects Matsenko, Svitlana Borysenko, Oleksiy Spolitis, Sandis Udalcovs, Aleksejs Gegere, Lilita Krotov, Aleksandr Ozolins, Oskars Bobrovs, Vjaceslavs Entropy (Basel) Article Forward error correction (FEC) codes combined with high-order modulator formats, i.e., coded modulation (CM), are essential in optical communication networks to achieve highly efficient and reliable communication. The task of providing additional error control in the design of CM systems with high-performance requirements remains urgent. As an additional control of CM systems, we propose to use indivisible error detection codes based on a positional number system. In this work, we evaluated the indivisible code using the average probability method (APM) for the binary symmetric channel (BSC), which has the simplicity, versatility and reliability of the estimate, which is close to reality. The APM allows for evaluation and compares indivisible codes according to parameters of correct transmission, and detectable and undetectable errors. Indivisible codes allow for the end-to-end (E2E) control of the transmission and processing of information in digital systems and design devices with a regular structure and high speed. This study researched a fractal decoder device for additional error control, implemented in field-programmable gate array (FPGA) software with FEC for short-reach optical interconnects with multilevel pulse amplitude (PAM-M) modulated with Gray code mapping. Indivisible codes with natural redundancy require far fewer hardware costs to develop and implement encoding and decoding devices with a sufficiently high error detection efficiency. We achieved a reduction in hardware costs for a fractal decoder by using the fractal property of the indivisible code from 10% to 30% for different n while receiving the reciprocal of the golden ratio. MDPI 2022-01-13 /pmc/articles/PMC8774681/ /pubmed/35052148 http://dx.doi.org/10.3390/e24010122 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Matsenko, Svitlana
Borysenko, Oleksiy
Spolitis, Sandis
Udalcovs, Aleksejs
Gegere, Lilita
Krotov, Aleksandr
Ozolins, Oskars
Bobrovs, Vjaceslavs
FPGA-Implemented Fractal Decoder with Forward Error Correction in Short-Reach Optical Interconnects
title FPGA-Implemented Fractal Decoder with Forward Error Correction in Short-Reach Optical Interconnects
title_full FPGA-Implemented Fractal Decoder with Forward Error Correction in Short-Reach Optical Interconnects
title_fullStr FPGA-Implemented Fractal Decoder with Forward Error Correction in Short-Reach Optical Interconnects
title_full_unstemmed FPGA-Implemented Fractal Decoder with Forward Error Correction in Short-Reach Optical Interconnects
title_short FPGA-Implemented Fractal Decoder with Forward Error Correction in Short-Reach Optical Interconnects
title_sort fpga-implemented fractal decoder with forward error correction in short-reach optical interconnects
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8774681/
https://www.ncbi.nlm.nih.gov/pubmed/35052148
http://dx.doi.org/10.3390/e24010122
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