{"id":"https://openalex.org/W4385079006","doi":"https://doi.org/10.1109/iwcmc58020.2023.10182494","title":"A Novel Labeling Scheme for Neural Belief Propagation in Polar Codes","display_name":"A Novel Labeling Scheme for Neural Belief Propagation in Polar Codes","publication_year":2023,"publication_date":"2023-06-19","ids":{"openalex":"https://openalex.org/W4385079006","doi":"https://doi.org/10.1109/iwcmc58020.2023.10182494"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc58020.2023.10182494","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc58020.2023.10182494","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"},"type":"article","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/A5016796657","display_name":"Qi Chen","orcid":"https://orcid.org/0000-0001-5058-062X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qi Chen","raw_affiliation_strings":["Shanghai Jiao Tong University,Cooperative Media Network Innovation Center (CMIC), School of Electronics Information and Electrical Engineering,China","Cooperative Media Network Innovation Center (CMIC), School of Electronics Information and Electrical Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Cooperative Media Network Innovation Center (CMIC), School of Electronics Information and Electrical Engineering,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Cooperative Media Network Innovation Center (CMIC), School of Electronics Information and Electrical Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081865529","display_name":"Hao Ju","orcid":"https://orcid.org/0000-0002-5222-0342"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Ju","raw_affiliation_strings":["Shanghai Jiao Tong University,Cooperative Media Network Innovation Center (CMIC), School of Electronics Information and Electrical Engineering,China","Cooperative Media Network Innovation Center (CMIC), School of Electronics Information and Electrical Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Cooperative Media Network Innovation Center (CMIC), School of Electronics Information and Electrical Engineering,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Cooperative Media Network Innovation Center (CMIC), School of Electronics Information and Electrical Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000470166","display_name":"Yin Xu","orcid":"https://orcid.org/0000-0003-4429-5982"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yin Xu","raw_affiliation_strings":["Shanghai Jiao Tong University,Pengcheng Laboratory,China","Pengcheng Laboratory, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Pengcheng Laboratory,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Pengcheng Laboratory, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021456909","display_name":"Dazhi He","orcid":"https://orcid.org/0000-0001-6637-0088"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dazhi He","raw_affiliation_strings":["Shanghai Jiao Tong University,Pengcheng Laboratory,China","Pengcheng Laboratory, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Pengcheng Laboratory,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Pengcheng Laboratory, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100447806","display_name":"Wenjun Zhang","orcid":"https://orcid.org/0000-0001-8799-1182"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjun Zhang","raw_affiliation_strings":["Shanghai Jiao Tong University,Cooperative Media Network Innovation Center (CMIC), School of Electronics Information and Electrical Engineering,China","Cooperative Media Network Innovation Center (CMIC), School of Electronics Information and Electrical Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Cooperative Media Network Innovation Center (CMIC), School of Electronics Information and Electrical Engineering,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Cooperative Media Network Innovation Center (CMIC), School of Electronics Information and Electrical Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5016796657"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":1.0046,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.76830825,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"586","last_page":"590"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T12029","display_name":"DNA and Biological Computing","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10207","display_name":"Advanced biosensing and bioanalysis techniques","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/belief-propagation","display_name":"Belief propagation","score":0.9215645790100098},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.7765747308731079},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7146881222724915},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5781025886535645},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5501216650009155},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5471094250679016},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.4616905450820923},{"id":"https://openalex.org/keywords/euclidean-distance","display_name":"Euclidean distance","score":0.45610764622688293},{"id":"https://openalex.org/keywords/soft-decision-decoder","display_name":"Soft-decision decoder","score":0.45227107405662537},{"id":"https://openalex.org/keywords/euclidean-geometry","display_name":"Euclidean geometry","score":0.43612852692604065},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.41028571128845215},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.39101460576057434},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27513450384140015},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1774654984474182}],"concepts":[{"id":"https://openalex.org/C152948882","wikidata":"https://www.wikidata.org/wiki/Q4060686","display_name":"Belief propagation","level":3,"score":0.9215645790100098},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.7765747308731079},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7146881222724915},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5781025886535645},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5501216650009155},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5471094250679016},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.4616905450820923},{"id":"https://openalex.org/C120174047","wikidata":"https://www.wikidata.org/wiki/Q847073","display_name":"Euclidean distance","level":2,"score":0.45610764622688293},{"id":"https://openalex.org/C185588885","wikidata":"https://www.wikidata.org/wiki/Q7553811","display_name":"Soft-decision decoder","level":3,"score":0.45227107405662537},{"id":"https://openalex.org/C129782007","wikidata":"https://www.wikidata.org/wiki/Q162886","display_name":"Euclidean geometry","level":2,"score":0.43612852692604065},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.41028571128845215},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.39101460576057434},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27513450384140015},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1774654984474182},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwcmc58020.2023.10182494","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc58020.2023.10182494","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2106045225","https://openalex.org/W2150498905","https://openalex.org/W2194775991","https://openalex.org/W2410744016","https://openalex.org/W2608866305","https://openalex.org/W2666368276","https://openalex.org/W2770861014","https://openalex.org/W2947382860","https://openalex.org/W2962791959","https://openalex.org/W2964175260","https://openalex.org/W2976077638","https://openalex.org/W2999759127","https://openalex.org/W3015543813","https://openalex.org/W3105371711","https://openalex.org/W3160927840","https://openalex.org/W3161210994","https://openalex.org/W3177828909","https://openalex.org/W4297801963","https://openalex.org/W6631190155","https://openalex.org/W6638670064","https://openalex.org/W6795420104","https://openalex.org/W6922480057"],"related_works":["https://openalex.org/W4302011608","https://openalex.org/W2090152127","https://openalex.org/W1965169884","https://openalex.org/W3125580510","https://openalex.org/W2008939113","https://openalex.org/W2529234053","https://openalex.org/W2033213447","https://openalex.org/W14679004","https://openalex.org/W4243361410","https://openalex.org/W2028487791"],"abstract_inverted_index":{"Recently,":[0],"deep":[1],"learning":[2],"has":[3],"been":[4],"adopted":[5],"to":[6,28,82,87,133],"improve":[7,127],"the":[8,11,19,39,51,89,92,99,107,111,122,128,137],"performance":[9,130],"of":[10,41,63,113],"belief":[12,21,78],"propagation":[13,22,79],"algorithm":[14],"in":[15],"polar":[16],"codes,":[17],"namely,":[18],"neural":[20],"decoder.":[23],"By":[24],"attaching":[25],"trainable":[26],"parameters":[27],"each":[29],"edge":[30],"on":[31],"a":[32,73,102],"tanner":[33],"graph,":[34],"this":[35,45],"decoder":[36,52,75,100],"effectively":[37],"weakens":[38],"effect":[40],"short":[42],"cycles.":[43],"In":[44],"paper,":[46],"we":[47],"will":[48],"show":[49],"that":[50,121],"can":[53,126],"be":[54],"further":[55],"improved":[56],"with":[57,106,110,136],"our":[58,67],"newly-designed":[59],"labeling":[60,90,124],"scheme.":[61],"Instead":[62],"groundtruth":[64],"transmitted":[65,94],"codewords,":[66],"scheme":[68,125],"utilizes":[69],"codewords":[70,95],"generated":[71],"from":[72],"high-performance":[74],"(i.e.,":[76],"noise-aided":[77],"list":[80,103],"decoder)":[81],"construct":[83],"loss":[84],"functions.":[85],"Besides,":[86],"reduce":[88],"complexity,":[91],"ground-truth":[93],"are":[96],"integrated":[97],"into":[98],"as":[101],"and":[104,142],"compared":[105],"other":[108],"lists":[109],"principle":[112],"minimum":[114],"Euclidean":[115],"distance.":[116],"Numerical":[117],"simulation":[118],"results":[119],"demonstrate":[120],"proposed":[123],"decoding":[129],"by":[131],"up":[132],"0.2":[134],"dB":[135],"same":[138],"run":[139],"time":[140],"complexity":[141],"model":[143],"size.":[144]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
