Concatenated Polar and Non binary LDPC codes for High Reliability in Optical Communication System

Next-generation high-speed optical transport systems require powerful forward error correction (FEC) codes with high error-correcting capabilities to ensure high data reliability. Low density parity check (LDPC) codes are strong candidates for ensuring the high data reliability needed to support data rates of 100 Gb/s, demanded by optical systems. Non-binary LDPC (NB-LDPC) codes provides better performance compared to binary version, as they offer larger coding gains with shorter code lengths and reduced system latency. Despite their advantages, LDPC codes suffer from error floor problem at low bit error rates (BER), with NB-LDPC codes showing error floors at BER around 10<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">-7</sup>. High-speed optical transport systems generally require BERs of the order of 10<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">-12</sup>. The error floor problem can be mitigated by concatenating LDPC codes with a shorter outer code. Existing works mainly focus on employing Reed Solomon (RS) codes to remove error floor. However, the decoding complexity is high for these codes. This paper proposes concatenated Polar and NB-LDPC codes to address the error floor issue, since polar codes have relatively low encoding and decoding complexity. The channel noise in optical communication systems using optical amplifiers cannot be analyzed using simplified additive white Gaussian noise (AWGN). Hence the channel noise is mathematically derived and proved that chi-square channel model is appropriate than AWGN. Simulation results demonstrate that the proposed concatenated codes over proposed channel model can achieve a net coding gain of around 1.5dB at a BER of 10<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">-12</sup>.

Authors

Institutions

Publication Details

Published
2024-10-04
DOI
https://doi.org/10.1109/i4c62240.2024.10748489
Citations
1
Primary Topic
Error Correcting Code Techniques
Type
article
Field-Weighted Citation Impact
0.35
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Concatenated Polar and Non binary LDPC codes for High Reliability in Optical Communication System

Sam Solomon, Saiith Sethu P
1 citations
Error Correcting Code Techniques
0.35
article

Concatenated Polar and Non binary LDPC codes for High Reliability in Optical Communication System

Sam Solomon, Saiith Sethu P
article en
1 citations

Abstract

Next-generation high-speed optical transport systems require powerful forward error correction (FEC) codes with high error-correcting capabilities to ensure high data reliability. Low density parity check (LDPC) codes are strong candidates for ensuring the high data reliability needed to support data rates of 100 Gb/s, demanded by optical systems. Non-binary LDPC (NB-LDPC) codes provides better performance compared to binary version, as they offer larger coding gains with shorter code lengths and reduced system latency. Despite their advantages, LDPC codes suffer from error floor problem at low bit error rates (BER), with NB-LDPC codes showing error floors at BER around 10<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">-7</sup>. High-speed optical transport systems generally require BERs of the order of 10<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">-12</sup>. The error floor problem can be mitigated by concatenating LDPC codes with a shorter outer code. Existing works mainly focus on employing Reed Solomon (RS) codes to remove error floor. However, the decoding complexity is high for these codes. This paper proposes concatenated Polar and NB-LDPC codes to address the error floor issue, since polar codes have relatively low encoding and decoding complexity. The channel noise in optical communication systems using optical amplifiers cannot be analyzed using simplified additive white Gaussian noise (AWGN). Hence the channel noise is mathematically derived and proved that chi-square channel model is appropriate than AWGN. Simulation results demonstrate that the proposed concatenated codes over proposed channel model can achieve a net coding gain of around 1.5dB at a BER of 10<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">-12</sup>.

University of Kerala (IN)
Openalex Percentile: Top 37%
Error Correcting Code Techniques
0.35
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Concatenated Polar and Non binary LDPC codes for High Reliability in Optical Communication System — Sam Solomon, Saiith Sethu P · (2024) | TGRS Research Map | TGRS