{"id":"https://openalex.org/W4389545022","doi":"https://doi.org/10.1109/vtc2023-fall60731.2023.10333673","title":"Implementation of Deep Joint Source-Channel Coding on 5G Systems for Image Transmission","display_name":"Implementation of Deep Joint Source-Channel Coding on 5G Systems for Image Transmission","publication_year":2023,"publication_date":"2023-10-10","ids":{"openalex":"https://openalex.org/W4389545022","doi":"https://doi.org/10.1109/vtc2023-fall60731.2023.10333673"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2023-fall60731.2023.10333673","pdf_url":null,"source":{"id":"https://openalex.org/S4363607774","display_name":"2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall)","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5103850587","display_name":"Keigo Matsumoto","orcid":"https://orcid.org/0009-0002-4960-4596"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Keigo Matsumoto","raw_affiliation_strings":["Graduate School of Engineering, Osaka University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061344969","display_name":"Yoshiaki Inoue","orcid":"https://orcid.org/0000-0002-2483-7652"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshiaki Inoue","raw_affiliation_strings":["Graduate School of Engineering, Osaka University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065843430","display_name":"Yuko Hara\u2013Azumi","orcid":"https://orcid.org/0000-0001-9486-5272"},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuko Hara-Azumi","raw_affiliation_strings":["School of Engineering, Tokyo Institute of Technology, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Tokyo Institute of Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I114531698"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002904170","display_name":"Kazuki Maruta","orcid":"https://orcid.org/0000-0001-9635-3182"},"institutions":[{"id":"https://openalex.org/I161296585","display_name":"Tokyo University of Science","ror":"https://ror.org/05sj3n476","country_code":"JP","type":"education","lineage":["https://openalex.org/I161296585"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazuki Maruta","raw_affiliation_strings":["Department of Electrical Engineering, Tokyo University of Science, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Tokyo University of Science, Tokyo, Japan","institution_ids":["https://openalex.org/I161296585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074588690","display_name":"Yu Nakayama","orcid":"https://orcid.org/0000-0002-6945-7055"},"institutions":[{"id":"https://openalex.org/I92614990","display_name":"Tokyo University of Agriculture and Technology","ror":"https://ror.org/00qg0kr10","country_code":"JP","type":"education","lineage":["https://openalex.org/I92614990"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yu Nakayama","raw_affiliation_strings":["Institute of Engineering, Tokyo University of Agriculture and Technology, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Institute of Engineering, Tokyo University of Agriculture and Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I92614990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080266618","display_name":"Yoshinori Shinohara","orcid":"https://orcid.org/0000-0001-9118-0243"},"institutions":[],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshinori Shinohara","raw_affiliation_strings":["ABIT Corporation, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"ABIT Corporation, Tokyo, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101682541","display_name":"Hiroki Ikeda","orcid":"https://orcid.org/0000-0002-6087-9243"},"institutions":[],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroki Ikeda","raw_affiliation_strings":["ABIT Corporation, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"ABIT Corporation, Tokyo, Japan","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015148733","display_name":"Daisuke Hisano","orcid":"https://orcid.org/0000-0002-5766-3812"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Daisuke Hisano","raw_affiliation_strings":["Graduate School of Engineering, Osaka University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":68},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9974,"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":0.9974,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9955,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9954,"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":[],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6919675},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.6284673},{"id":"https://openalex.org/C166366890","wikidata":"https://www.wikidata.org/wiki/Q602136","display_name":"Channel code","level":3,"score":0.5346768},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.49886823},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.47564766},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.47388452},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.39402425},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.28664428},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12558839},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2023-fall60731.2023.10333673","pdf_url":null,"source":{"id":"https://openalex.org/S4363607774","display_name":"2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall)","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320321034","funder_display_name":"New Energy and Industrial Technology Development Organization","award_id":null}],"datasets":[],"versions":[],"referenced_works_count":18,"referenced_works":["https://openalex.org/W2946889564","https://openalex.org/W2963174256","https://openalex.org/W3016715915","https://openalex.org/W3116694549","https://openalex.org/W3168068147","https://openalex.org/W3190138134","https://openalex.org/W3215645731","https://openalex.org/W3216777582","https://openalex.org/W4205224043","https://openalex.org/W4210392174","https://openalex.org/W4213453150","https://openalex.org/W4229333757","https://openalex.org/W4295046676","https://openalex.org/W4313270775","https://openalex.org/W4313455370","https://openalex.org/W4315630187","https://openalex.org/W4317418983","https://openalex.org/W4327767975"],"related_works":["https://openalex.org/W4302615923","https://openalex.org/W4242191701","https://openalex.org/W3203628011","https://openalex.org/W3203142394","https://openalex.org/W2545303390","https://openalex.org/W2161474341","https://openalex.org/W2154612888","https://openalex.org/W2152012878","https://openalex.org/W2133231244","https://openalex.org/W1985968643"],"abstract_inverted_index":{"Deep":[0,75,101,114],"joint":[1],"source-channel":[2],"coding":[3,18,21],"(JSCC)":[4],"has":[5,64],"been":[6],"attracting":[7],"attention":[8],"for":[9],"achieving":[10],"task-oriented":[11],"communication.":[12],"It":[13],"replaces":[14],"traditional":[15],"information":[16,29],"source":[17],"and":[19,47,70,128,134,150,153,157],"channel":[20,68],"with":[22,188,197],"a":[23,49,111,117],"deep":[24],"learning-based":[25],"autoencoder,":[26],"directly":[27],"mapping":[28],"sources":[30],"such":[31],"as":[32],"images":[33],"to":[34,42,87,131],"IQ":[35,137],"symbols.":[36],"For":[37],"images,":[38],"it":[39],"is":[40],"claimed":[41],"avoid":[43],"the":[44,72,88,144,159,173,179,182,198],"cliff":[45],"effect":[46],"achieve":[48],"higher":[50],"peak":[51],"signal":[52],"noise":[53],"ratio":[54],"(PSNR)":[55],"even":[56,165],"in":[57,103,116,178,194],"low":[58],"SNR":[59],"regions.":[60],"While":[61],"related":[62],"work":[63],"assumed":[65],"various":[66],"propagation":[67],"models":[69],"validated":[71],"effectiveness":[73],"of":[74,90,98,100,113,136],"JSCC,":[76],"there":[77,93],"are":[78,94],"few":[79],"reports":[80],"confirming":[81],"its":[82],"principles":[83],"through":[84],"experiments.":[85],"Specifically,":[86],"best":[89],"our":[91],"knowledge,":[92],"no":[95],"reported":[96],"examples":[97],"experiments":[99],"JSCC":[102,115,155],"5G":[104,118,124,129,145],"systems.":[105],"In":[106],"this":[107],"paper,":[108],"we":[109],"present":[110],"proof-of-concept":[112],"system.":[119],"We":[120,142],"modified":[121],"commercially":[122],"available":[123],"base":[125],"stations":[126],"(gNB)":[127],"terminals":[130],"enable":[132],"input":[133],"output":[135],"data":[138],"from":[139],"external":[140],"devices.":[141],"connect":[143],"devices":[146],"using":[147],"coaxial":[148],"cables":[149],"attenuators,":[151],"transmit":[152],"receive":[154],"signals,":[156],"evaluate":[158],"PSNR.":[160],"The":[161],"results":[162],"demonstrate":[163],"that":[164],"when":[166],"communicating":[167],"at":[168],"power":[169],"levels":[170],"lower":[171],"than":[172,190],"minimum":[174],"receiver":[175],"sensitivity":[176],"specified":[177],"receiver's":[180],"datasheet,":[181],"image":[183],"can":[184],"be":[185],"successfully":[186],"restored":[187],"less":[189],"1":[191],"dB":[192],"degradation":[193],"PSNR":[195],"compared":[196],"simulation":[199],"result.":[200]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4389545022","counts_by_year":[],"updated_date":"2024-12-08T03:10:02.630164","created_date":"2023-12-12"}