Hardware optimization for belief propagation polar code decoder with early stopping Criteria using high-speed parallel-prefix ling adder

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Özet

Belief propagation (BP) polar code decoder is well-studied from many aspects. This study proposes a hardware optimization to improve performance of polar BP decoder by modifying both processing element (PE) and early stopping criterion (ESC). PE is optimized by using high-speed parallel-prefix Ling adder instead of carry ripple adder and WIB ESC introduced in literature is optimized by removing unnecessary adder array. FPGA implementation is made to verify the idea behind this study. The results show that throughput of polar code belief propagation decoder can be increase significantly by using proposed approach. More accurate comparison can be made by application specific chip design with same parameters. This part of the study will be held in future.

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https://rdlopen.rawdatalibrary.net/r/gumushane/15051Resmi atıflarda kullanılan kalıcı adres
DOI
https://doi.org/10.1109/tsp.2017.8075964Yayıncı resmi DOI adresi
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5
WoS
5
OpenAlex
4
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AlanDeğerDil
dc.contributor.authorSimsek, Cemaleddin
dc.contributor.authorTurk, Kadir
dc.contributor.editorHerencsar, N.
dc.date.accessioned2026-10-22T10:23:31.268552883Z
dc.date.available2026-10-22T10:23:31.268552883Z
dc.date.issued2017
dc.description.abstractBelief propagation (BP) polar code decoder is well-studied from many aspects. This study proposes a hardware optimization to improve performance of polar BP decoder by modifying both processing element (PE) and early stopping criterion (ESC). PE is optimized by using high-speed parallel-prefix Ling adder instead of carry ripple adder and WIB ESC introduced in literature is optimized by removing unnecessary adder array. FPGA implementation is made to verify the idea behind this study. The results show that throughput of polar code belief propagation decoder can be increase significantly by using proposed approach. More accurate comparison can be made by application specific chip design with same parameters. This part of the study will be held in future.
dc.description.sponsorshipScientific and Technological Research Council of Turkey (TUBITAK) Project [215E308]
dc.description.sponsorshipKaradeniz Technical University Scientific Research Council Project [FBA-2016-5371]
dc.identifier.doi10.1109/tsp.2017.8075964
dc.identifier.endpage185
dc.identifier.isbn978-150903982-1
dc.identifier.scopus2-s2.0-85043274699
dc.identifier.startpage182
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/gumushane/15051
dc.identifier.volume2017-January
dc.identifier.wosWOS:000425229000038
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.conference40th International Conference on Telecommunications and Signal Processing, TSP 2017
dc.relation.ispartof2017 40th International Conference on Telecommunications and Signal Processing, TSP 2017
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectBelief propagation decoder
dc.subjectEarly stopping criteria
dc.subjectHardware architecture
dc.subjectLing adder
dc.subjectPolar code
dc.subject.classificationComputer Science, Theory & Methods
dc.subject.classificationEngineering, Electrical & Electronic
dc.subject.classificationTelecommunications
dc.subject.classificationComputer Science
dc.subject.classificationEngineering
dc.subject.otherAdders
dc.subject.otherBackpropagation
dc.subject.otherCodes (symbols)
dc.subject.otherDecoding
dc.subject.otherHardware
dc.subject.otherBelief propagation
dc.subject.otherEarly stopping
dc.subject.otherHardware architecture
dc.subject.otherLing Adder
dc.subject.otherPolar codes
dc.subject.otherSignal processing
dc.titleHardware optimization for belief propagation polar code decoder with early stopping Criteria using high-speed parallel-prefix ling adder
dc.typeConference Object
rdl.citation.openalex4
rdl.citation.scopus5
rdl.citation.wos5
rdl.conference.date5 July 2017 through 7 July 2017
rdl.conference.placeBarcelona
rdl.oa.statusclosed
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexConference Proceedings Citation Index - Science (CPCI-S)