Sign Alterations of LLR Values Based Early Termination Method for LT BP Decoder

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Özet

In this letter, a new early termination method is proposed for Luby transform (LT) belief propagation (BP) decoder. The proposed method is decided whether BP decoder output converges to original data bits by observing only sign alterations of log-likelihood ratio (LLR) messages in BP decoder structure. Simulation results and complexity analyzes show that proposed method has low computational complexity and small average iteration amounts compared to conventional early termination methods in literature. In addition to this, the proposed method doesn't cause any performance degradation in BP decoder. The method can be easily applied to code families which can be decoded by BP algorithm such as low density parity check (LDPC) codes, polar codes and Raptor codes.

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AlanDeğerDil
dc.contributor.authorAlbayrak, Cenk
dc.contributor.authorSimsek, Cemaleddin
dc.contributor.authorTürk, Kadir
dc.contributor.otherIEEE
dc.date.accessioned2026-10-22T10:26:14.596296058Z
dc.date.available2026-10-22T10:26:14.596296058Z
dc.date.issued2017
dc.description.abstractIn this letter, a new early termination method is proposed for Luby transform (LT) belief propagation (BP) decoder. The proposed method is decided whether BP decoder output converges to original data bits by observing only sign alterations of log-likelihood ratio (LLR) messages in BP decoder structure. Simulation results and complexity analyzes show that proposed method has low computational complexity and small average iteration amounts compared to conventional early termination methods in literature. In addition to this, the proposed method doesn't cause any performance degradation in BP decoder. The method can be easily applied to code families which can be decoded by BP algorithm such as low density parity check (LDPC) codes, polar codes and Raptor codes.
dc.identifier.isbn978-1-5090-6494-6
dc.identifier.issn2165-0608
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/gumushane/15934
dc.identifier.wosWOS:000413813100297
dc.language.isotr
dc.publisherIEEE
dc.relation.conference25th Signal Processing and Communications Applications Conference (SIU)
dc.relation.ispartof2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU)
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectBelief propagation algorithm
dc.subjectearly termination method
dc.subjectrateless codes
dc.subjectLT codes
dc.subject.classificationAcoustics
dc.subject.classificationComputer Science, Artificial Intelligence
dc.subject.classificationEngineering, Electrical & Electronic
dc.subject.classificationTelecommunications
dc.subject.classificationComputer Science
dc.subject.classificationEngineering
dc.subject.otherRAPTOR CODES
dc.subject.otherCHANNELS
dc.titleSign Alterations of LLR Values Based Early Termination Method for LT BP Decoder
dc.typeConference Object
dspace.entity.typePublication
rdl.citation.wos0
rdl.conference.dateMAY 15-18, 2017
rdl.conference.placeAntalya, TURKEY
rdl.oa.statusclosed
rdl.source.indexWOS
rdl.wos.indexConference Proceedings Citation Index - Science (CPCI-S)