{"id":"https://openalex.org/W3161348053","doi":"https://doi.org/10.1109/icassp39728.2021.9414311","title":"Towards Practical Near-Maximum-Likelihood Decoding of Error-Correcting Codes: An Overview","display_name":"Towards Practical Near-Maximum-Likelihood Decoding of Error-Correcting Codes: An Overview","publication_year":2021,"publication_date":"2021-05-13","ids":{"openalex":"https://openalex.org/W3161348053","doi":"https://doi.org/10.1109/icassp39728.2021.9414311","mag":"3161348053"},"language":"en","primary_location":{"id":"doi:10.1109/icassp39728.2021.9414311","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp39728.2021.9414311","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5025435396","display_name":"Thibaud Tonnellier","orcid":"https://orcid.org/0000-0001-8617-5888"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Thibaud Tonnellier","raw_affiliation_strings":["McGill University, Canada"],"affiliations":[{"raw_affiliation_string":"McGill University, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072333048","display_name":"Marzieh Hashemipour","orcid":null},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Marzieh Hashemipour","raw_affiliation_strings":["Eindhoven University of Technology, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006737344","display_name":"Nghia Doan","orcid":"https://orcid.org/0000-0002-4428-7467"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nghia Doan","raw_affiliation_strings":["McGill University, Canada"],"affiliations":[{"raw_affiliation_string":"McGill University, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091600002","display_name":"Warren J. Gross","orcid":"https://orcid.org/0000-0002-6226-6037"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Warren J. Gross","raw_affiliation_strings":["McGill University, Canada"],"affiliations":[{"raw_affiliation_string":"McGill University, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075502847","display_name":"Alexios Balatsoukas\u2010Stimming","orcid":"https://orcid.org/0000-0002-6721-4666"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Alexios Balatsoukas-Stimming","raw_affiliation_strings":["Eindhoven University of Technology, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5025435396"],"corresponding_institution_ids":["https://openalex.org/I5023651"],"apc_list":null,"apc_paid":null,"fwci":1.2225,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.79877959,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"8283","last_page":"8287"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":1.0,"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":1.0,"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/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11130","display_name":"Coding theory and cryptography","score":0.9991000294685364,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.9227346777915955},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7332722544670105},{"id":"https://openalex.org/keywords/list-decoding","display_name":"List decoding","score":0.6829769015312195},{"id":"https://openalex.org/keywords/sequential-decoding","display_name":"Sequential decoding","score":0.6241158843040466},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5449517965316772},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5053055882453918},{"id":"https://openalex.org/keywords/berlekamp\u2013welch-algorithm","display_name":"Berlekamp\u2013Welch algorithm","score":0.4790443181991577},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.4769395887851715},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.46955636143684387},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.4408876895904541},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.4321979582309723},{"id":"https://openalex.org/keywords/noisy-channel-coding-theorem","display_name":"Noisy-channel coding theorem","score":0.4147692024707794},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3897760808467865},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.36080217361450195},{"id":"https://openalex.org/keywords/concatenated-error-correction-code","display_name":"Concatenated error correction code","score":0.3589448928833008},{"id":"https://openalex.org/keywords/block-code","display_name":"Block code","score":0.27719756960868835},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14733052253723145},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07682079076766968}],"concepts":[{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.9227346777915955},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7332722544670105},{"id":"https://openalex.org/C204397858","wikidata":"https://www.wikidata.org/wiki/Q4437907","display_name":"List decoding","level":5,"score":0.6829769015312195},{"id":"https://openalex.org/C193969084","wikidata":"https://www.wikidata.org/wiki/Q7452500","display_name":"Sequential decoding","level":4,"score":0.6241158843040466},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5449517965316772},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5053055882453918},{"id":"https://openalex.org/C132727834","wikidata":"https://www.wikidata.org/wiki/Q4892328","display_name":"Berlekamp\u2013Welch algorithm","level":5,"score":0.4790443181991577},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.4769395887851715},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.46955636143684387},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.4408876895904541},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.4321979582309723},{"id":"https://openalex.org/C103073706","wikidata":"https://www.wikidata.org/wiki/Q2345282","display_name":"Noisy-channel coding theorem","level":5,"score":0.4147692024707794},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3897760808467865},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.36080217361450195},{"id":"https://openalex.org/C78944582","wikidata":"https://www.wikidata.org/wiki/Q5158264","display_name":"Concatenated error correction code","level":4,"score":0.3589448928833008},{"id":"https://openalex.org/C157125643","wikidata":"https://www.wikidata.org/wiki/Q884707","display_name":"Block code","level":3,"score":0.27719756960868835},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14733052253723145},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07682079076766968},{"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icassp39728.2021.9414311","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp39728.2021.9414311","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/a639902c-0f57-49d0-8393-6c55fec9e2bd","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/a639902c-0f57-49d0-8393-6c55fec9e2bd","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Tonnellier, T, Hashemipour Nazari, M, Doan, N, J. Gross, W & Balatsoukas-Stimming, A 2021, Towards Practical Near-Maximum-Likelihood Decoding of Error-Correcting Codes: An Overview. in 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021). Institute of Electrical and Electronics Engineers, pp. 8283-8287, 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2021, Virtual, Toronto, Canada, 6/06/21. https://doi.org/10.1109/ICASSP39728.2021.9414311","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:tue:oai:pure.tue.nl:publications/a639902c-0f57-49d0-8393-6c55fec9e2bd","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/a639902c-0f57-49d0-8393-6c55fec9e2bd","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021), 8283 - 8287","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W41554520","https://openalex.org/W1995875735","https://openalex.org/W2035929826","https://openalex.org/W2068582919","https://openalex.org/W2103878826","https://openalex.org/W2121606987","https://openalex.org/W2121863487","https://openalex.org/W2127074672","https://openalex.org/W2128765501","https://openalex.org/W2150498905","https://openalex.org/W2156826724","https://openalex.org/W2169134868","https://openalex.org/W2288938106","https://openalex.org/W2308132558","https://openalex.org/W2584943905","https://openalex.org/W2591190829","https://openalex.org/W2666368276","https://openalex.org/W2887344805","https://openalex.org/W2904380145","https://openalex.org/W2913131327","https://openalex.org/W2949164659","https://openalex.org/W2954103209","https://openalex.org/W2963770356","https://openalex.org/W2997799346","https://openalex.org/W3009999666","https://openalex.org/W3014872976","https://openalex.org/W3021847272","https://openalex.org/W3026333826","https://openalex.org/W3035162521","https://openalex.org/W3037718443","https://openalex.org/W3045960439","https://openalex.org/W3080746295","https://openalex.org/W3088391629","https://openalex.org/W3098377107","https://openalex.org/W3099197037","https://openalex.org/W3130968093","https://openalex.org/W3162667157","https://openalex.org/W4288594401","https://openalex.org/W6770506265","https://openalex.org/W6782858300","https://openalex.org/W6795296557"],"related_works":["https://openalex.org/W2385322349","https://openalex.org/W2369600518","https://openalex.org/W2370284973","https://openalex.org/W2028976748","https://openalex.org/W2127999627","https://openalex.org/W2010879611","https://openalex.org/W2101828326","https://openalex.org/W2387060917","https://openalex.org/W2115785601","https://openalex.org/W2121758878"],"abstract_inverted_index":{"While":[0],"in":[1,49],"the":[2,6,21,55,65,73],"past":[3],"several":[4],"decades":[5],"trend":[7],"to":[8,17,20],"go":[9],"towards":[10],"increasing":[11],"error-correcting":[12],"code":[13],"lengths":[14],"was":[15],"predominant":[16],"get":[18],"closer":[19],"Shannon":[22],"limit,":[23],"applications":[24],"that":[25,35],"require":[26],"short":[27],"block":[28],"length":[29],"are":[30,40,81,87],"developing.":[31],"Therefore,":[32],"decoding":[33,63,68,74],"techniques":[34],"can":[36],"achieve":[37],"near-maximum-likelihood":[38],"(near-ML)":[39],"gaining":[41],"momentum.":[42],"This":[43],"overview":[44],"paper":[45],"surveys":[46],"recent":[47],"progress":[48],"this":[50],"emerging":[51],"field":[52],"by":[53],"reviewing":[54],"GRAND":[56],"algorithm,":[57],"linear":[58],"programming":[59],"decoding,":[60],"machine-learning":[61],"aided":[62],"and":[64,78,83],"recursive":[66],"projection-aggregation":[67],"algorithm.":[69],"For":[70],"each":[71],"of":[72],"algorithms,":[75],"both":[76],"algorithmic":[77],"hardware":[79],"implementations":[80],"considered,":[82],"future":[84],"research":[85],"directions":[86],"outlined.":[88]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
