Error-Floors of the 802.3an LDPC Code for Noise Assisted Decoding
In digital communication, information is sent as bits, which is corrupted by the noise present in wired/wireless medium known as the channel. The Low Density Parity Check (LDPC) codes are a family of error correction codes used in communication systems to detect and correct erroneous data at the rec...
Main Author: | |
---|---|
Format: | Others |
Published: |
DigitalCommons@USU
2019
|
Subjects: | |
Online Access: | https://digitalcommons.usu.edu/etd/7465 https://digitalcommons.usu.edu/cgi/viewcontent.cgi?article=8583&context=etd |
id |
ndltd-UTAHS-oai-digitalcommons.usu.edu-etd-8583 |
---|---|
record_format |
oai_dc |
spelling |
ndltd-UTAHS-oai-digitalcommons.usu.edu-etd-85832019-10-13T05:54:58Z Error-Floors of the 802.3an LDPC Code for Noise Assisted Decoding Tithi, Tasnuva Tarannum In digital communication, information is sent as bits, which is corrupted by the noise present in wired/wireless medium known as the channel. The Low Density Parity Check (LDPC) codes are a family of error correction codes used in communication systems to detect and correct erroneous data at the receiver. Data is encoded with error correction coding at the transmitter and decoded at the receiver. The Noisy Gradient Descent BitFlip (NGDBF) decoding algorithm is a new algorithm with excellent decoding performance with relatively low implementation requirements. This dissertation aims to characterize the performance of the NGDBF algorithm. A simple improvement over NGDBF called the Re-decoded NGDBF (R-NGDBF) is proposed to enhance the performance of NGDBF decoding algorithm. A general method to estimate the decoding parameters of NGDBF is presented. The estimated parameters are then verified in a hardware implementation of the decoder to validate the accuracy of the estimation technique. 2019-05-01T07:00:00Z text application/pdf https://digitalcommons.usu.edu/etd/7465 https://digitalcommons.usu.edu/cgi/viewcontent.cgi?article=8583&context=etd Copyright for this work is held by the author. Transmission or reproduction of materials protected by copyright beyond that allowed by fair use requires the written permission of the copyright owners. Works not in the public domain cannot be commercially exploited without permission of the copyright owner. Responsibility for any use rests exclusively with the user. For more information contact digitalcommons@usu.edu. All Graduate Theses and Dissertations DigitalCommons@USU LDPC code Error Correction Code Stochastic Decoding LDPC Error Floors Electrical and Computer Engineering |
collection |
NDLTD |
format |
Others
|
sources |
NDLTD |
topic |
LDPC code Error Correction Code Stochastic Decoding LDPC Error Floors Electrical and Computer Engineering |
spellingShingle |
LDPC code Error Correction Code Stochastic Decoding LDPC Error Floors Electrical and Computer Engineering Tithi, Tasnuva Tarannum Error-Floors of the 802.3an LDPC Code for Noise Assisted Decoding |
description |
In digital communication, information is sent as bits, which is corrupted by the noise present in wired/wireless medium known as the channel. The Low Density Parity Check (LDPC) codes are a family of error correction codes used in communication systems to detect and correct erroneous data at the receiver. Data is encoded with error correction coding at the transmitter and decoded at the receiver. The Noisy Gradient Descent BitFlip (NGDBF) decoding algorithm is a new algorithm with excellent decoding performance with relatively low implementation requirements. This dissertation aims to characterize the performance of the NGDBF algorithm. A simple improvement over NGDBF called the Re-decoded NGDBF (R-NGDBF) is proposed to enhance the performance of NGDBF decoding algorithm. A general method to estimate the decoding parameters of NGDBF is presented. The estimated parameters are then verified in a hardware implementation of the decoder to validate the accuracy of the estimation technique. |
author |
Tithi, Tasnuva Tarannum |
author_facet |
Tithi, Tasnuva Tarannum |
author_sort |
Tithi, Tasnuva Tarannum |
title |
Error-Floors of the 802.3an LDPC Code for Noise Assisted Decoding |
title_short |
Error-Floors of the 802.3an LDPC Code for Noise Assisted Decoding |
title_full |
Error-Floors of the 802.3an LDPC Code for Noise Assisted Decoding |
title_fullStr |
Error-Floors of the 802.3an LDPC Code for Noise Assisted Decoding |
title_full_unstemmed |
Error-Floors of the 802.3an LDPC Code for Noise Assisted Decoding |
title_sort |
error-floors of the 802.3an ldpc code for noise assisted decoding |
publisher |
DigitalCommons@USU |
publishDate |
2019 |
url |
https://digitalcommons.usu.edu/etd/7465 https://digitalcommons.usu.edu/cgi/viewcontent.cgi?article=8583&context=etd |
work_keys_str_mv |
AT tithitasnuvatarannum errorfloorsofthe8023anldpccodefornoiseassisteddecoding |
_version_ |
1719267047780646912 |