{"id":"https://openalex.org/W4400945852","doi":"https://doi.org/10.1109/ictc61510.2024.10601679","title":"Optimized Layered FAIDs of 5G LDPC Codes With RQNN","display_name":"Optimized Layered FAIDs of 5G LDPC Codes With RQNN","publication_year":2024,"publication_date":"2024-05-10","ids":{"openalex":"https://openalex.org/W4400945852","doi":"https://doi.org/10.1109/ictc61510.2024.10601679"},"language":"en","primary_location":{"id":"doi:10.1109/ictc61510.2024.10601679","doi":"https://doi.org/10.1109/ictc61510.2024.10601679","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc61510.2024.10601679","pdf_url":null,"source":{"id":"https://openalex.org/S7407088594","display_name":"Information Communication Technologies Conference (ICTC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 5th Information Communication Technologies Conference (ICTC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103811902","display_name":"Qiushi Xu","orcid":"https://orcid.org/0009-0000-1862-0599","observed_orcids":["https://orcid.org/0009-0000-1862-0599","https://orcid.org/0009-0000-8424-0156"]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiushi Xu","raw_affiliation_strings":["Southeast University,National Mobile Communications Research Laboratory,Nanjing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southeast University,National Mobile Communications Research Laboratory,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044827364","display_name":"Yanchen Lyu","orcid":"https://orcid.org/0009-0005-0465-0638","observed_orcids":["https://orcid.org/0009-0005-0465-0638"]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanchen Lyu","raw_affiliation_strings":["Southeast University,National Mobile Communications Research Laboratory,Nanjing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southeast University,National Mobile Communications Research Laboratory,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027712402","display_name":"Yangmin Li","orcid":"https://orcid.org/0000-0002-4448-3310","observed_orcids":["https://orcid.org/0000-0002-4448-3310"]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yangming Li","raw_affiliation_strings":["Southeast University,National Mobile Communications Research Laboratory,Nanjing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southeast University,National Mobile Communications Research Laboratory,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088788160","display_name":"Ming Yan Jiang","orcid":"https://orcid.org/0000-0001-9064-7307","observed_orcids":["https://orcid.org/0000-0001-9064-7307"]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Jiang","raw_affiliation_strings":["Southeast University,National Mobile Communications Research Laboratory,Nanjing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southeast University,National Mobile Communications Research Laboratory,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":0.6236,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54859466,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"139","last_page":"145"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11130","display_name":"Coding theory and cryptography","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2607","display_name":"Discrete Mathematics and Combinatorics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/low-density-parity-check-codes","display_name":"LDPC codes","score":0.703000009059906},{"id":"https://openalex.org/keywords/5g","display_name":"5G","score":0.6420000195503235},{"id":"https://openalex.org/keywords/online-decoding","display_name":"online decoding","score":0.7940000295639038},{"id":"https://openalex.org/keywords/decoding-complexity-reduction","display_name":"decoding complexity reduction","score":0.7519999742507935}],"concepts":[{"id":"https://openalex.org/C67692717","wikidata":"https://www.wikidata.org/wiki/Q187444","display_name":"Low-density parity-check code","level":3,"score":0.7559386491775513},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6064577102661133},{"id":"https://openalex.org/C202932441","wikidata":"https://www.wikidata.org/wiki/Q55611017","display_name":"Forward error correction","level":3,"score":0.4574548304080963},{"id":"https://openalex.org/C33529081","wikidata":"https://www.wikidata.org/wiki/Q18378194","display_name":"Serial concatenated convolutional codes","level":5,"score":0.43765708804130554},{"id":"https://openalex.org/C46462455","wikidata":"https://www.wikidata.org/wiki/Q5395712","display_name":"Error floor","level":4,"score":0.4285432994365692},{"id":"https://openalex.org/C78944582","wikidata":"https://www.wikidata.org/wiki/Q5158264","display_name":"Concatenated error correction code","level":4,"score":0.37689208984375},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3691225051879883},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.29057180881500244},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.248345285654068},{"id":"https://openalex.org/C157125643","wikidata":"https://www.wikidata.org/wiki/Q884707","display_name":"Block code","level":3,"score":0.2414817214012146}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc61510.2024.10601679","doi":"https://doi.org/10.1109/ictc61510.2024.10601679","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc61510.2024.10601679","pdf_url":null,"source":{"id":"https://openalex.org/S7407088594","display_name":"Information Communication Technologies Conference (ICTC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 5th Information Communication Technologies Conference (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1572884776","https://openalex.org/W1831449718","https://openalex.org/W2128765501","https://openalex.org/W2155963493","https://openalex.org/W2242818861","https://openalex.org/W2503536604","https://openalex.org/W2789254838","https://openalex.org/W2890246027","https://openalex.org/W2890470917","https://openalex.org/W2911523711","https://openalex.org/W2947774941","https://openalex.org/W2950850286","https://openalex.org/W3009105391","https://openalex.org/W3015312512","https://openalex.org/W3048081097","https://openalex.org/W3097589022","https://openalex.org/W4312263904","https://openalex.org/W4389474267"],"related_works":["https://openalex.org/W4389474267","https://openalex.org/W3015312512","https://openalex.org/W3009105391","https://openalex.org/W3213605370","https://openalex.org/W3179903324","https://openalex.org/W2775155311","https://openalex.org/W4289655393","https://openalex.org/W3002047571","https://openalex.org/W4392377753","https://openalex.org/W3199921798"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3,9,80],"recurrent":[4],"quantized":[5],"neural":[6],"network":[7],"with":[8,65],"layered":[10,22],"structure":[11,83],"is":[12],"designed":[13],"to":[14,32,74,139],"optimize":[15],"the":[16,21,34,43,50,57,75,94,97,103,110,140],"look-up":[17],"table":[18],"(LUT)":[19],"in":[20,49,56,131],"finite":[23],"alphabet":[24],"iterative":[25],"decoders":[26],"(FAIDs).":[27],"By":[28],"using":[29,79],"straight-through":[30],"estimators":[31],"soften":[33],"backward":[35],"gradient":[36],"propagation":[37],"of":[38,96,109,120],"some":[39],"low-precision":[40],"activation":[41],"functions,":[42],"quantization":[44,47],"thresholds":[45],"and":[46,113,134],"levels":[48],"LUTs":[51,116],"are":[52],"optimized":[53,77],"as":[54],"parameters":[55],"network.":[58,84],"Performance":[59],"evaluations":[60],"on":[61],"decoding":[62,98,133],"codewords":[63],"encoded":[64],"quasi-cyclic":[66],"low-density":[67],"parity-check":[68,111],"codes":[69],"show":[70],"significant":[71,135],"advantages":[72],"compared":[73,138],"conventional":[76],"FAIDs":[78],"generalized":[81],"flooding":[82],"The":[85],"proposed":[86],"approach":[87,126],"achieves":[88,127],"notable":[89],"performance":[90,129],"improvements":[91,130],"without":[92],"increasing":[93],"complexity":[95,136],"algorithm.":[99],"We":[100],"also":[101],"classify":[102],"check":[104],"nodes":[105,121],"by":[106],"row":[107],"weights":[108],"matrix,":[112],"train":[114],"different":[115,118],"for":[117,122],"categories":[119],"each":[123],"iteration.":[124],"This":[125],"further":[128],"online":[132],"reduction":[137],"exhaustive":[141],"search":[142],"method.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2024-07-25T00:00:00"}
