{"id":"https://openalex.org/W4392159284","doi":"https://doi.org/10.1109/globecom54140.2023.10437659","title":"VQ-VAE Empowered Wireless Communication for Joint Source-Channel Coding and Beyond","display_name":"VQ-VAE Empowered Wireless Communication for Joint Source-Channel Coding and Beyond","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4392159284","doi":"https://doi.org/10.1109/globecom54140.2023.10437659"},"language":"en","primary_location":{"id":"doi:10.1109/globecom54140.2023.10437659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10437659","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","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/A5109801149","display_name":"Hossein Mashad Nemati","orcid":"https://orcid.org/0000-0003-3309-8182"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Mahyar Nemati","raw_affiliation_strings":["School of Information Technology, Deakin University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027907258","display_name":"Jihong Park","orcid":"https://orcid.org/0000-0001-7623-6552"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jihong Park","raw_affiliation_strings":["School of Information Technology, Deakin University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022303970","display_name":"Jinho Choi","orcid":"https://orcid.org/0000-0002-4895-6680"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jinho Choi","raw_affiliation_strings":["School of Information Technology, Deakin University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5109801149"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":null,"apc_paid":null,"fwci":1.7379,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.8511785,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3155","last_page":"3160"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9998999834060669,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9998999834060669,"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/T11321","display_name":"Error Correcting Code Techniques","score":0.9995999932289124,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9993000030517578,"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/computer-science","display_name":"Computer science","score":0.7302969694137573},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.668439507484436},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.6047901511192322},{"id":"https://openalex.org/keywords/channel-code","display_name":"Channel code","score":0.5618476271629333},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5435315370559692},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.46407344937324524},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.36245977878570557},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3191933035850525},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.28592246770858765},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08677130937576294},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08345943689346313}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7302969694137573},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.668439507484436},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.6047901511192322},{"id":"https://openalex.org/C166366890","wikidata":"https://www.wikidata.org/wiki/Q602136","display_name":"Channel code","level":3,"score":0.5618476271629333},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5435315370559692},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.46407344937324524},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.36245977878570557},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3191933035850525},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.28592246770858765},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08677130937576294},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08345943689346313},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom54140.2023.10437659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10437659","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","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":25,"referenced_works":["https://openalex.org/W1634005169","https://openalex.org/W1995875735","https://openalex.org/W1997834106","https://openalex.org/W2040075573","https://openalex.org/W2099111195","https://openalex.org/W2106864314","https://openalex.org/W2128728535","https://openalex.org/W2145018027","https://openalex.org/W2560674852","https://openalex.org/W2752796333","https://openalex.org/W2766736793","https://openalex.org/W2963799213","https://openalex.org/W3035142667","https://openalex.org/W3103412725","https://openalex.org/W3160974091","https://openalex.org/W4214573638","https://openalex.org/W4226150551","https://openalex.org/W4245808720","https://openalex.org/W4250598470","https://openalex.org/W4312647197","https://openalex.org/W4322704148","https://openalex.org/W6640963894","https://openalex.org/W6754669699","https://openalex.org/W6761632846","https://openalex.org/W6779043139"],"related_works":["https://openalex.org/W1996130883","https://openalex.org/W2748574964","https://openalex.org/W2888483922","https://openalex.org/W4396737233","https://openalex.org/W2367747139","https://openalex.org/W4391102217","https://openalex.org/W2566187525","https://openalex.org/W2566334511","https://openalex.org/W2367150592","https://openalex.org/W2545303390"],"abstract_inverted_index":{"Vector":[0],"Quantized":[1],"Variational":[2],"Autoencoder":[3],"(VQ-VAE)":[4],"has":[5],"shown":[6],"promise":[7],"in":[8,15,77,95],"representing":[9],"diverse":[10],"and":[11,54,60,67,74,110,114],"complex":[12],"data":[13],"distributions":[14],"deep":[16],"learning,":[17],"making":[18],"it":[19],"a":[20,34,57],"potential":[21,105],"solution":[22],"for":[23,42],"various":[24],"applications":[25],"including":[26],"wireless":[27,44,82,98],"communications.":[28],"In":[29,101],"this":[30],"paper,":[31],"we":[32,103],"propose":[33],"joint":[35],"source-channel":[36],"coding":[37],"scheme":[38],"based":[39],"on":[40,56],"VQ-VAE":[41],"point-to-point":[43],"communication.":[45],"Our":[46],"approach":[47,91],"leverages":[48],"the":[49,52,78,86,112],"dependence":[50],"of":[51,80,88,117],"encoder":[53],"decoder":[55],"given":[58],"dataset":[59],"channel":[61],"conditions":[62],"to":[63,71,107],"develop":[64],"efficient":[65],"encoding":[66],"decoding":[68],"schemes,":[69],"leading":[70],"improved":[72],"reliability":[73],"efficiency":[75],"even":[76],"presence":[79],"noisy":[81],"channels.":[83],"We":[84],"demonstrate":[85],"effectiveness":[87],"our":[89,118],"proposed":[90],"through":[92],"extensive":[93],"simulations":[94],"handling":[96],"realistic":[97],"communication":[99,109],"scenarios.":[100],"addition,":[102],"discuss":[104],"connections":[106],"semantic":[108],"highlight":[111],"secure":[113],"energy-efficient":[115],"nature":[116],"approach.":[119]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":4}],"updated_date":"2026-05-28T09:10:13.091523","created_date":"2025-10-10T00:00:00"}
