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Gradient descent bit-flipping based on penalty factor for decoding LDPC codes over symmetric alpha-stable noise channels

  • Beihang University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

A modified gradient descent bit-flipping (GDBF) algorithm is proposed for decoding low-density parity-check (LDPC) codes over the symmetric alpha-stable (SaS) impulsive noise channel. To simplify the log-likelihood rate (LLR) computational implement, this paper introduces a linear approximation of the LLR for the SaS impulsive noise. Combined with the linear approximation, the new algorithm introduces a penalty factor into the syndrome components of the inversion function. Simulation results show that the GDBF algorithm based on the penalty factor performs better than GDBF algorithm.

Original languageEnglish
Title of host publication2017 IEEE/CIC International Conference on Communications in China, ICCC 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1-4
Number of pages4
ISBN (Electronic)9781538645024
DOIs
StatePublished - 2 Jul 2017
Event2017 IEEE/CIC International Conference on Communications in China, ICCC 2017 - Qingdao, China
Duration: 22 Oct 201724 Oct 2017

Publication series

Name2017 IEEE/CIC International Conference on Communications in China, ICCC 2017
Volume2018-January

Conference

Conference2017 IEEE/CIC International Conference on Communications in China, ICCC 2017
Country/TerritoryChina
CityQingdao
Period22/10/1724/10/17

Keywords

  • EXIT chart
  • LDPC codes
  • impulsive noise
  • symmetric alpha-stable distribution

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