{"id":"https://openalex.org/W3003221424","doi":"https://doi.org/10.1109/bmsb47279.2019.8971893","title":"Decoding of Polar Code by Machine Learning","display_name":"Decoding of Polar Code by Machine Learning","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W3003221424","doi":"https://doi.org/10.1109/bmsb47279.2019.8971893","mag":"3003221424"},"language":"en","primary_location":{"id":"doi:10.1109/bmsb47279.2019.8971893","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmsb47279.2019.8971893","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5003467238","display_name":"Jian Yi","orcid":"https://orcid.org/0000-0001-7314-0213"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Jian","raw_affiliation_strings":["Beihang University,School of Electrical and Information Engineering,Beijing,China","School of Electrical and Information Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University,School of Electrical and Information Engineering,Beijing,China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Electrical and Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077936056","display_name":"Rongke Liu","orcid":"https://orcid.org/0000-0003-3098-8649"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongke Liu","raw_affiliation_strings":["Beihang University,School of Electrical and Information Engineering,Beijing,China","School of Electrical and Information Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University,School of Electrical and Information Engineering,Beijing,China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Electrical and Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18689011,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9984999895095825,"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":0.9984999895095825,"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/T11269","display_name":"Algorithms and Data Compression","score":0.996399998664856,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9702000021934509,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.8715000152587891},{"id":"https://openalex.org/keywords/polar-code","display_name":"Polar code","score":0.8451249599456787},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7654678821563721},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.7052894830703735},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.618850827217102},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.61619633436203},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5663378238677979},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5658789277076721},{"id":"https://openalex.org/keywords/multiplexing","display_name":"Multiplexing","score":0.488445907831192},{"id":"https://openalex.org/keywords/polar","display_name":"Polar","score":0.4789750576019287},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3900946080684662},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3605125844478607},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.34653395414352417},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2322838008403778},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12170538306236267},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11261534690856934},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10588747262954712},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.07622227072715759}],"concepts":[{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.8715000152587891},{"id":"https://openalex.org/C2778396592","wikidata":"https://www.wikidata.org/wiki/Q7209069","display_name":"Polar code","level":3,"score":0.8451249599456787},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7654678821563721},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.7052894830703735},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.618850827217102},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.61619633436203},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5663378238677979},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5658789277076721},{"id":"https://openalex.org/C19275194","wikidata":"https://www.wikidata.org/wiki/Q222903","display_name":"Multiplexing","level":2,"score":0.488445907831192},{"id":"https://openalex.org/C29705727","wikidata":"https://www.wikidata.org/wiki/Q294562","display_name":"Polar","level":2,"score":0.4789750576019287},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3900946080684662},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3605125844478607},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.34653395414352417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2322838008403778},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12170538306236267},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11261534690856934},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10588747262954712},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.07622227072715759},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/bmsb47279.2019.8971893","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmsb47279.2019.8971893","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2106045225","https://openalex.org/W2113237846","https://openalex.org/W2119112357","https://openalex.org/W2130942839","https://openalex.org/W2137983211","https://openalex.org/W2150498905","https://openalex.org/W2194775991","https://openalex.org/W2786545028","https://openalex.org/W2809638521","https://openalex.org/W2919115771","https://openalex.org/W2962992649","https://openalex.org/W2964231443","https://openalex.org/W3146803896","https://openalex.org/W6678097026","https://openalex.org/W6679436768"],"related_works":["https://openalex.org/W2586935912","https://openalex.org/W1948751511","https://openalex.org/W2963228343","https://openalex.org/W1599814246","https://openalex.org/W3106389544","https://openalex.org/W3080200660","https://openalex.org/W3196757433","https://openalex.org/W1514186088","https://openalex.org/W2976369658","https://openalex.org/W4399104550"],"abstract_inverted_index":{"In":[0],"this":[1,74],"paper,":[2],"we":[3],"proposed":[4],"a":[5,55,62],"block":[6],"neural":[7,39,79],"network":[8,40,80],"(BlockNN)":[9],"algorithm":[10,49],"for":[11,45],"polar":[12,19,31],"code.":[13],"We":[14],"equally":[15],"divide":[16],"the":[17,27,38,42,69,78,85,92,98,101],"2nbit":[18],"code":[20,93],"into":[21,37],"many":[22],"small":[23],"sub-blocks":[24,36],"according":[25],"to":[26,97],"encoding":[28],"rules":[29],"of":[30,41,58,71,77,100],"code,":[32],"then":[33],"put":[34],"these":[35],"same":[43],"structure":[44,76],"processing.":[46],"This":[47],"decoding":[48,75],"is":[50],"non-iterative":[51],"and":[52,84],"inherently":[53],"enables":[54],"high":[56],"level":[57],"parallelization,":[59],"while":[60],"showing":[61],"competitive":[63],"BER(bit":[64],"error":[65],"arte)":[66],"performance.":[67],"On":[68],"aspect":[70],"hardware":[72],"implementation,":[73],"can":[81],"be":[82],"multiplexed":[83],"computational":[86],"complexity":[87],"does":[88],"not":[89],"increase":[90],"with":[91],"length,":[94],"only":[95],"related":[96],"size":[99],"block.":[102]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}