{"id":"https://openalex.org/W4399526715","doi":"https://doi.org/10.1109/access.2024.3412192","title":"A Review on Machine Learning for Channel Coding","display_name":"A Review on Machine Learning for Channel Coding","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399526715","doi":"https://doi.org/10.1109/access.2024.3412192"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3412192","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3412192","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3412192","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088690501","display_name":"Heimrih Lim Meng Kee","orcid":null},"institutions":[{"id":"https://openalex.org/I4210142644","display_name":"Intel (Malaysia)","ror":"https://ror.org/048jw1p35","country_code":"MY","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210142644"]},{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Heimrih Lim Meng Kee","raw_affiliation_strings":["Ubiquitous Broadband Access Network Research Group, Faculty of Artificial Intelligence, Universiti Teknologi Malaysia, Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"Ubiquitous Broadband Access Network Research Group, Faculty of Artificial Intelligence, Universiti Teknologi Malaysia, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I4576418","https://openalex.org/I4210142644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027927228","display_name":"Norulhusna Ahmad","orcid":"https://orcid.org/0000-0001-9991-343X"},"institutions":[{"id":"https://openalex.org/I4210142644","display_name":"Intel (Malaysia)","ror":"https://ror.org/048jw1p35","country_code":"MY","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210142644"]},{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Norulhusna Ahmad","raw_affiliation_strings":["Ubiquitous Broadband Access Network Research Group, Faculty of Artificial Intelligence, Universiti Teknologi Malaysia, Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"Ubiquitous Broadband Access Network Research Group, Faculty of Artificial Intelligence, Universiti Teknologi Malaysia, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I4576418","https://openalex.org/I4210142644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062785434","display_name":"Mohd Azri Mohd Izhar","orcid":"https://orcid.org/0000-0003-3761-0630"},"institutions":[{"id":"https://openalex.org/I4210142644","display_name":"Intel (Malaysia)","ror":"https://ror.org/048jw1p35","country_code":"MY","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210142644"]},{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohd Azri Mohd Izhar","raw_affiliation_strings":["Ubiquitous Broadband Access Network Research Group, Faculty of Artificial Intelligence, Universiti Teknologi Malaysia, Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"Ubiquitous Broadband Access Network Research Group, Faculty of Artificial Intelligence, Universiti Teknologi Malaysia, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I4576418","https://openalex.org/I4210142644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087716555","display_name":"Khoirul Anwar","orcid":"https://orcid.org/0000-0002-3249-7395"},"institutions":[{"id":"https://openalex.org/I862893732","display_name":"Telkom University","ror":"https://ror.org/0004wsx81","country_code":"ID","type":"education","lineage":["https://openalex.org/I862893732"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Khoirul Anwar","raw_affiliation_strings":["The University Center of Excellence for Advanced Intelligent Communications (AICOMS), Telkom University, Bandung, Indonesia"],"affiliations":[{"raw_affiliation_string":"The University Center of Excellence for Advanced Intelligent Communications (AICOMS), Telkom University, Bandung, Indonesia","institution_ids":["https://openalex.org/I862893732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041481409","display_name":"Soon Xin Ng","orcid":"https://orcid.org/0000-0002-0930-7194"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Soon Xin Ng","raw_affiliation_strings":["School of Electronics and Computer Science, University of Southampton, Southampton, U.K"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Science, University of Southampton, Southampton, U.K","institution_ids":["https://openalex.org/I43439940"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5088690501"],"corresponding_institution_ids":["https://openalex.org/I4210142644","https://openalex.org/I4576418"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.7579,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.93757018,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"12","issue":null,"first_page":"89002","last_page":"89025"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9169999957084656,"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"}},"topics":[{"id":"https://openalex.org/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9169999957084656,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7232208847999573},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.4424991011619568},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06236127018928528}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7232208847999573},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.4424991011619568},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06236127018928528},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3412192","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3412192","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:95a37d7962f44c269aa9855b39d4882e","is_oa":true,"landing_page_url":"https://doaj.org/article/95a37d7962f44c269aa9855b39d4882e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 89002-89025 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3412192","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3412192","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6166900249","display_name":null,"funder_award_id":"FRGS/1/2021/ICT09/UTM/02/1","funder_id":"https://openalex.org/F4320311039","funder_display_name":"Ministry of Higher Education and Scientific Research"},{"id":"https://openalex.org/G8215615873","display_name":null,"funder_award_id":"S.K130000.7656.4X796","funder_id":"https://openalex.org/F4320335839","funder_display_name":"National Institute of Information and Communications Technology"}],"funders":[{"id":"https://openalex.org/F4320311039","display_name":"Ministry of Higher Education and Scientific Research","ror":"https://ror.org/00kab6t91"},{"id":"https://openalex.org/F4320335839","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":134,"referenced_works":["https://openalex.org/W197865394","https://openalex.org/W1559059814","https://openalex.org/W1606281396","https://openalex.org/W1606480398","https://openalex.org/W1973712217","https://openalex.org/W1974546842","https://openalex.org/W1980073965","https://openalex.org/W1990015116","https://openalex.org/W1991133427","https://openalex.org/W2004330989","https://openalex.org/W2036785686","https://openalex.org/W2036881544","https://openalex.org/W2064675550","https://openalex.org/W2088719955","https://openalex.org/W2107726111","https://openalex.org/W2108598243","https://openalex.org/W2117009122","https://openalex.org/W2121417875","https://openalex.org/W2121606987","https://openalex.org/W2121863487","https://openalex.org/W2122111042","https://openalex.org/W2130509337","https://openalex.org/W2136922672","https://openalex.org/W2150498905","https://openalex.org/W2161608691","https://openalex.org/W2296125569","https://openalex.org/W2337093093","https://openalex.org/W2342476970","https://openalex.org/W2342712621","https://openalex.org/W2404399993","https://openalex.org/W2473418344","https://openalex.org/W2482765689","https://openalex.org/W2546571074","https://openalex.org/W2566425973","https://openalex.org/W2584943905","https://openalex.org/W2587674390","https://openalex.org/W2589785008","https://openalex.org/W2605417236","https://openalex.org/W2618530766","https://openalex.org/W2666368276","https://openalex.org/W2734408173","https://openalex.org/W2736402963","https://openalex.org/W2745868649","https://openalex.org/W2746390786","https://openalex.org/W2787259794","https://openalex.org/W2802514696","https://openalex.org/W2806805560","https://openalex.org/W2898035736","https://openalex.org/W2902605805","https://openalex.org/W2902758861","https://openalex.org/W2908261578","https://openalex.org/W2912379734","https://openalex.org/W2921871306","https://openalex.org/W2924995748","https://openalex.org/W2946584988","https://openalex.org/W2947829929","https://openalex.org/W2949164659","https://openalex.org/W2958091556","https://openalex.org/W2962992649","https://openalex.org/W2963120184","https://openalex.org/W2963190722","https://openalex.org/W2963318081","https://openalex.org/W2963557522","https://openalex.org/W2970417038","https://openalex.org/W2973449430","https://openalex.org/W2981096252","https://openalex.org/W2981955051","https://openalex.org/W2985274642","https://openalex.org/W2990649313","https://openalex.org/W2992441690","https://openalex.org/W2993383518","https://openalex.org/W2993433690","https://openalex.org/W2994646026","https://openalex.org/W2994653572","https://openalex.org/W2995751895","https://openalex.org/W2996078290","https://openalex.org/W2999759127","https://openalex.org/W3003784105","https://openalex.org/W3011134629","https://openalex.org/W3011830499","https://openalex.org/W3015636663","https://openalex.org/W3015901293","https://openalex.org/W3016970793","https://openalex.org/W3017275226","https://openalex.org/W3033092651","https://openalex.org/W3033403733","https://openalex.org/W3045086480","https://openalex.org/W3047282982","https://openalex.org/W3048535702","https://openalex.org/W3082891507","https://openalex.org/W3086345121","https://openalex.org/W3100366369","https://openalex.org/W3101718285","https://openalex.org/W3110989801","https://openalex.org/W3119842887","https://openalex.org/W3127355490","https://openalex.org/W3128216276","https://openalex.org/W3128715593","https://openalex.org/W3132544971","https://openalex.org/W3143017759","https://openalex.org/W3148526481","https://openalex.org/W3150557526","https://openalex.org/W3153113614","https://openalex.org/W3159904302","https://openalex.org/W3168997536","https://openalex.org/W3174700204","https://openalex.org/W3177095755","https://openalex.org/W3193218352","https://openalex.org/W4210624746","https://openalex.org/W4214906892","https://openalex.org/W4224570743","https://openalex.org/W4229922087","https://openalex.org/W4237064274","https://openalex.org/W4239510810","https://openalex.org/W4241695842","https://openalex.org/W4252108511","https://openalex.org/W4296473577","https://openalex.org/W4296558671","https://openalex.org/W4309148527","https://openalex.org/W4312311124","https://openalex.org/W4312357424","https://openalex.org/W4315783205","https://openalex.org/W4321488339","https://openalex.org/W4375809576","https://openalex.org/W4383273139","https://openalex.org/W4384787527","https://openalex.org/W4389544595","https://openalex.org/W6603727012","https://openalex.org/W6728757088","https://openalex.org/W6742958495","https://openalex.org/W6762503511","https://openalex.org/W6784337479","https://openalex.org/W6797526452","https://openalex.org/W6810516324"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"The":[0,27],"usage":[1],"of":[2,23,29,80,116,129],"artificial":[3],"intelligence":[4],"and":[5,42,97,111,144],"machine":[6,43,70,88,101,117,146],"learning":[7,71,89,102,118,147],"in":[8,19,162],"wireless":[9,24,158],"communications":[10,159],"is":[11,47,62,76],"the":[12,20,130,135],"stepping":[13],"stone":[14],"towards":[15,33],"a":[16,64,78,81,113],"technological":[17],"breakthrough":[18],"current":[21,99,142],"limitations":[22],"communication":[25],"systems.":[26],"trend":[28],"future":[30,145,157],"coding":[31,46,122,164],"schemes":[32,41],"6G":[34],"appears":[35],"to":[36,155],"be":[37],"based":[38],"on":[39],"rateless":[40],"learning.":[44],"Channel":[45],"important":[48],"when":[49],"transmitting":[50],"data":[51],"or":[52,84],"information":[53],"reliably":[54],"as":[55,124,126],"it":[56],"provides":[57],"error-correcting":[58],"purposes.":[59],"However,":[60],"there":[61],"still":[63],"demand":[65],"for":[66,72,86,91,104,120,149],"more":[67],"research":[68],"regarding":[69],"channel":[73,92,105,121,150,163],"coding.":[74,93,106],"There":[75],"also":[77,109,140],"lack":[79],"specific":[82],"term":[83],"classification":[85,119],"existing":[87],"applications":[90],"This":[94,138],"paper":[95,139],"explores":[96],"compiles":[98],"trending":[100],"techniques":[103],"We":[107],"are":[108,153],"introducing":[110],"proposing":[112],"new":[114],"type":[115],"purposes,":[123],"well":[125],"surveying":[127],"some":[128],"papers":[131],"that":[132],"fall":[133],"under":[134],"respective":[136],"class.":[137],"discusses":[141],"challenges":[143],"trends":[148],"coding,":[151],"which":[152],"expected":[154],"impact":[156],"development,":[160],"especially":[161],"advancements.":[165]},"counts_by_year":[{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}