{"id":"https://openalex.org/W4392158764","doi":"https://doi.org/10.1109/globecom54140.2023.10436878","title":"DeepJSCC-1++: Robust and Bandwidth-Adaptive Wireless Image Transmission","display_name":"DeepJSCC-1++: Robust and Bandwidth-Adaptive Wireless Image Transmission","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4392158764","doi":"https://doi.org/10.1109/globecom54140.2023.10436878"},"language":"en","primary_location":{"id":"doi:10.1109/globecom54140.2023.10436878","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10436878","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/A5076857062","display_name":"Chenghong Bian","orcid":"https://orcid.org/0000-0002-0534-7076"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Chenghong Bian","raw_affiliation_strings":["Imperial College London,Department of Electrical and Electronic Engineering,London,U.K.,SW7 2AZ"],"affiliations":[{"raw_affiliation_string":"Imperial College London,Department of Electrical and Electronic Engineering,London,U.K.,SW7 2AZ","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037069274","display_name":"Yulin Shao","orcid":"https://orcid.org/0000-0002-6300-3175"},"institutions":[{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]},{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Yulin Shao","raw_affiliation_strings":["University of Macau,State Key Laboratory of Internet of Things for Smart City,Macau,S.A.R","State Key Laboratory of Internet of Things for Smart City, University of Macau, Macau, S.A.R"],"affiliations":[{"raw_affiliation_string":"University of Macau,State Key Laboratory of Internet of Things for Smart City,Macau,S.A.R","institution_ids":[]},{"raw_affiliation_string":"State Key Laboratory of Internet of Things for Smart City, University of Macau, Macau, S.A.R","institution_ids":["https://openalex.org/I6469544","https://openalex.org/I204512498"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016883501","display_name":"Den\u0131z G\u00fcnd\u00fcz","orcid":"https://orcid.org/0000-0002-7725-395X"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Deniz G\u00fcnd\u00fcz","raw_affiliation_strings":["Imperial College London,Department of Electrical and Electronic Engineering,London,U.K.,SW7 2AZ"],"affiliations":[{"raw_affiliation_string":"Imperial College London,Department of Electrical and Electronic Engineering,London,U.K.,SW7 2AZ","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076857062"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":3.8073,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.95049505,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"3148","last_page":"3154"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10741","display_name":"Video Coding and Compression Technologies","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.6737176775932312},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.6576964855194092},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6367496252059937},{"id":"https://openalex.org/keywords/wireless-transmission","display_name":"Wireless transmission","score":0.5381587147712708},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.48355886340141296},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3231141269207001},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.301024854183197}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6737176775932312},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.6576964855194092},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6367496252059937},{"id":"https://openalex.org/C2986797740","wikidata":"https://www.wikidata.org/wiki/Q16873051","display_name":"Wireless transmission","level":3,"score":0.5381587147712708},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.48355886340141296},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3231141269207001},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.301024854183197}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom54140.2023.10436878","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10436878","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":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.7799999713897705}],"awards":[{"id":"https://openalex.org/G2697079832","display_name":null,"funder_award_id":"ERC-CoG,EP/X030806/1","funder_id":"https://openalex.org/F4320307150","funder_display_name":"American Institutes for Research"}],"funders":[{"id":"https://openalex.org/F4320307150","display_name":"American Institutes for Research","ror":"https://ror.org/00490n048"},{"id":"https://openalex.org/F4320314731","display_name":"UK Research and Innovation","ror":"https://ror.org/001aqnf71"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2946889564","https://openalex.org/W3107617916","https://openalex.org/W3138516171","https://openalex.org/W3177376120","https://openalex.org/W3201394241","https://openalex.org/W3207494168","https://openalex.org/W4214743248","https://openalex.org/W4226042246","https://openalex.org/W4229333757","https://openalex.org/W4309130261","https://openalex.org/W4315630799","https://openalex.org/W4387870656","https://openalex.org/W4388426858"],"related_works":["https://openalex.org/W2086158410","https://openalex.org/W4402862021","https://openalex.org/W2097456391","https://openalex.org/W2388908899","https://openalex.org/W3028101665","https://openalex.org/W2064505945","https://openalex.org/W2353177764","https://openalex.org/W2900804225","https://openalex.org/W2995563361","https://openalex.org/W2357895696"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,34,90,192,203],"novel":[4,91],"vision":[5],"transformer":[6,117],"(ViT)":[7],"based":[8],"deep":[9],"joint":[10],"source":[11],"channel":[12,29,49,145,175,207],"coding":[13],"(DeepJSCC)":[14],"scheme,":[15],"dubbed":[16],"DeepJSCC-l++,":[17],"which":[18,58,94,168],"can":[19,138,163],"adapt":[20,139],"to":[21,53,61,83,99,107,140,152,198],"different":[22,74,84,97,103,141],"target":[23],"bandwidth":[24,43,75,85,104,142],"ratios":[25,31,76,86,105,143],"as":[26,28,48,64,120,191],"well":[27],"signal-to-noise":[30],"(SNRs)":[32],"using":[33],"single":[35,193],"model.":[36],"To":[37],"achieve":[38],"this,":[39],"we":[40],"treat":[41],"the":[42,46,54,62,69,100,121,135,153,160,165,170,185,200],"ratio":[44],"and":[45,56,67,77,89,127,144],"SNR":[47],"state":[50],"information":[51],"available":[52],"encoder":[55],"decoder,":[57],"are":[59,87],"fed":[60],"model":[63,72,195],"side":[65],"information,":[66],"train":[68],"proposed":[70,136,161],"DeepJSCC-l++":[71,125,137],"with":[73,147,173],"SNRs.":[78],"The":[79],"reconstruction":[80,110],"losses":[81,101],"corresponding":[82],"calculated,":[88],"training":[92],"methodology,":[93],"dynamically":[95],"assigns":[96],"weights":[98],"of":[102,187,206],"according":[106],"their":[108],"individual":[109],"qualities,":[111],"is":[112,118,129,180,196],"introduced.":[113],"Shifted":[114],"window":[115],"(Swin)":[116],"adopted":[119],"backbone":[122],"for":[123],"our":[124],"model,":[126],"it":[128],"shown":[130],"through":[131],"extensive":[132],"simulations":[133],"that":[134],"SNRs":[146],"marginal":[148],"performance":[149],"loss":[150],"compared":[151],"separately":[154],"trained":[155],"models.":[156],"We":[157,177],"also":[158],"observe":[159],"schemes":[162],"outperform":[164],"digital":[166],"baseline,":[167],"concatenates":[169],"BPG":[171],"compression":[172],"capacity-achieving":[174],"code.":[176],"believe":[178],"this":[179],"an":[181],"important":[182],"step":[183],"towards":[184],"implementation":[186],"DeepJSCC":[188],"in":[189,202],"practice":[190],"pre-trained":[194],"sufficient":[197],"serve":[199],"user":[201],"wide":[204],"range":[205],"conditions.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":12}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}