{"id":"https://openalex.org/W4391559592","doi":"https://doi.org/10.1109/tvt.2024.3362328","title":"Swin Transformer-Based Dynamic Semantic Communication for Multi-User With Different Computing Capacity","display_name":"Swin Transformer-Based Dynamic Semantic Communication for Multi-User With Different Computing Capacity","publication_year":2024,"publication_date":"2024-02-06","ids":{"openalex":"https://openalex.org/W4391559592","doi":"https://doi.org/10.1109/tvt.2024.3362328"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2024.3362328","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2024.3362328","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Vehicular Technology","raw_type":"journal-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/A5053206304","display_name":"Loc X. Nguyen","orcid":"https://orcid.org/0000-0001-5911-5847"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Loc X. Nguyen","raw_affiliation_strings":["Department of Computer Science and Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do, South Korea","Department of Computer Science and Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do, Rep. of Korea"],"raw_orcid":"https://orcid.org/0000-0001-5911-5847","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I35928602"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do, Rep. of Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040105725","display_name":"Ye Lin Tun","orcid":"https://orcid.org/0000-0002-6955-1607"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]},{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK","KR"],"is_corresponding":false,"raw_author_name":"Ye Lin Tun","raw_affiliation_strings":["Department of Computer Science and Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do, South Korea","Department of Electronic Systems, Aalborg University, K&#x00F8;benhavn, Denmark","Department of Computer Science and Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do, Rep. of Korea"],"raw_orcid":"https://orcid.org/0000-0002-6955-1607","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I35928602"]},{"raw_affiliation_string":"Department of Electronic Systems, Aalborg University, K&#x00F8;benhavn, Denmark","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do, Rep. of Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090437841","display_name":"Yan Kyaw Tun","orcid":"https://orcid.org/0000-0002-8557-0082"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]},{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK","KR"],"is_corresponding":false,"raw_author_name":"Yan Kyaw Tun","raw_affiliation_strings":["Department of Computer Science and Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do, South Korea","Department of Electronic Systems, Aalborg University, K&#x00F8;benhavn, Denmark"],"raw_orcid":"https://orcid.org/0000-0002-8557-0082","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I35928602"]},{"raw_affiliation_string":"Department of Electronic Systems, Aalborg University, K&#x00F8;benhavn, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002774844","display_name":"Minh N. H. Nguyen","orcid":"https://orcid.org/0000-0002-3035-0816"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Minh N. H. Nguyen","raw_affiliation_strings":["Digital Science and Technology Institute, The University of Danang&#x2013;Vietnam-Korea University of Information and Communication Technology, Da Nang, Vietnam"],"raw_orcid":"https://orcid.org/0000-0002-3035-0816","affiliations":[{"raw_affiliation_string":"Digital Science and Technology Institute, The University of Danang&#x2013;Vietnam-Korea University of Information and Communication Technology, Da Nang, Vietnam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057230698","display_name":"Chaoning Zhang","orcid":"https://orcid.org/0000-0001-6007-6099"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chaoning Zhang","raw_affiliation_strings":["Department of Artificial Intelligence, School of Computing, Kyung Hee University, Yongin-si, Gyeonggi-do, South Korea"],"raw_orcid":"https://orcid.org/0000-0001-6007-6099","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, School of Computing, Kyung Hee University, Yongin-si, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063667378","display_name":"Zhu Han","orcid":"https://orcid.org/0000-0002-6606-5822"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]},{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["KR","US"],"is_corresponding":false,"raw_author_name":"Zhu Han","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of Houston, Houston, TX, USA","Department of Computer Science and Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do, Rep. of Korea"],"raw_orcid":"https://orcid.org/0000-0002-6606-5822","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do, Rep. of Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034052371","display_name":"Choong Seon Hong","orcid":"https://orcid.org/0000-0003-3484-7333"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Choong Seon Hong","raw_affiliation_strings":["Department of Computer Science and Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do, South Korea","Department of Computer Science and Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do, Rep. of Korea"],"raw_orcid":"https://orcid.org/0000-0003-3484-7333","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I35928602"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do, Rep. of Korea","institution_ids":["https://openalex.org/I35928602"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.3237,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.98303725,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"73","issue":"6","first_page":"8957","last_page":"8972"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9958999752998352,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8156654834747314},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.583856463432312},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.5183064341545105},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.48171359300613403},{"id":"https://openalex.org/keywords/communications-system","display_name":"Communications system","score":0.4293990135192871},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.41826385259628296},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3841341733932495},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3463253974914551}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8156654834747314},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.583856463432312},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.5183064341545105},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.48171359300613403},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.4293990135192871},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.41826385259628296},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3841341733932495},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3463253974914551},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvt.2024.3362328","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2024.3362328","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Vehicular Technology","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/79b275b0-da2e-4137-a901-b024a5438f38","is_oa":false,"landing_page_url":"https://vbn.aau.dk/da/publications/79b275b0-da2e-4137-a901-b024a5438f38","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Nguyen, L X, Tun, Y L, Tun, Y K, Nguyen, M N H, Zhang, C, Han, Z & Hong, C S 2024, 'Swin Transformer-Based Dynamic Semantic Communication for Multi-User with Different Computing Capacity', I E E E Transactions on Vehicular Technology, vol. 73, no. 6, pp. 8957-8972. https://doi.org/10.1109/TVT.2024.3362328","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.5600000023841858}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W73451204","https://openalex.org/W1580389772","https://openalex.org/W2133665775","https://openalex.org/W2562637781","https://openalex.org/W2741137940","https://openalex.org/W2919115771","https://openalex.org/W2946889564","https://openalex.org/W3016715915","https://openalex.org/W3036851434","https://openalex.org/W3107617916","https://openalex.org/W3126686235","https://openalex.org/W3138516171","https://openalex.org/W3166791908","https://openalex.org/W3213930542","https://openalex.org/W4205683915","https://openalex.org/W4206175303","https://openalex.org/W4226115138","https://openalex.org/W4251616545","https://openalex.org/W4285742007","https://openalex.org/W4295046676","https://openalex.org/W4313350185","https://openalex.org/W4313413208","https://openalex.org/W4313449066","https://openalex.org/W4315629832","https://openalex.org/W4315630065","https://openalex.org/W4321488781","https://openalex.org/W4322716169","https://openalex.org/W4323896648","https://openalex.org/W4365420366","https://openalex.org/W4372348936","https://openalex.org/W4380303575","https://openalex.org/W4381802353","https://openalex.org/W4385245566","https://openalex.org/W4387350701","https://openalex.org/W4402351164","https://openalex.org/W6631190155","https://openalex.org/W6766978945","https://openalex.org/W6779823529","https://openalex.org/W6784333009","https://openalex.org/W6798335185","https://openalex.org/W6856245026","https://openalex.org/W6973812890"],"related_works":["https://openalex.org/W2355663289","https://openalex.org/W2982399888","https://openalex.org/W2106913410","https://openalex.org/W4380372336","https://openalex.org/W2354248671","https://openalex.org/W2359134391","https://openalex.org/W2594116857","https://openalex.org/W2947628004","https://openalex.org/W2935229758","https://openalex.org/W2502435347"],"abstract_inverted_index":{"Semantic":[0],"communication":[1,15,21,30,66],"has":[2,35],"gained":[3],"significant":[4],"attention":[5],"from":[6],"researchers":[7],"as":[8],"a":[9,64,79,184,195,212],"promising":[10],"technique":[11],"to":[12,25,28,70,99,115,220],"replace":[13],"conventional":[14],"in":[16,39,47,90],"the":[17,48,83,88,91,101,106,117,125,139,147,151,154,159,164,167,181,203,222,225],"next":[18],"generation":[19],"of":[20,146,166,206,214,224],"systems,":[22],"primarily":[23],"due":[24],"its":[26,37,109],"ability":[27],"reduce":[29],"costs.":[31],"However,":[32],"little":[33],"literature":[34],"studied":[36],"effectiveness":[38,223],"multi-user":[40],"scenarios,":[41],"particularly":[42],"when":[43],"there":[44],"are":[45],"variations":[46],"model":[49,75],"architectures":[50,76],"used":[51],"by":[52,77,137],"users":[53,72,136],"and":[54,96,112,130,143,217],"their":[55],"computing":[56,144],"capacities.":[57],"To":[58],"address":[59],"this":[60],"issue,":[61],"we":[62,193,210],"explore":[63],"semantic":[65,95,113,132],"system":[67],"that":[68],"caters":[69],"multiple":[71],"with":[73],"different":[74],"using":[78],"multi-purpose":[80],"transmitter":[81],"at":[82,124,158],"base":[84],"station":[85],"(BS).":[86],"Specifically,":[87],"BS":[89,126,160],"proposed":[92,226],"framework":[93],"employs":[94],"channel":[97,111],"encoders":[98],"encode":[100],"image":[102,178],"for":[103,134,176,180,199],"transmission,":[104],"while":[105,183],"receiver":[107],"utilizes":[108],"local":[110],"decoder":[114],"reconstruct":[116],"original":[118],"image.":[119],"Our":[120],"joint":[121,155],"source-channel":[122,156],"encoder":[123,157],"can":[127,161],"effectively":[128],"extract":[129],"compress":[131],"features":[133],"specific":[135],"considering":[138],"signal-to-noise":[140],"ratio":[141],"(SNR)":[142],"capacity":[145],"user.":[148],"Based":[149],"on":[150],"network":[152,189],"status,":[153],"adaptively":[162],"adjust":[163],"length":[165],"transmitted":[168],"signal.":[169],"A":[170],"longer":[171],"signal":[172,186],"ensures":[173],"more":[174],"information":[175],"high-quality":[177],"reconstruction":[179],"user,":[182],"shorter":[185],"helps":[187],"avoid":[188],"congestion.":[190],"In":[191],"addition,":[192],"propose":[194],"hybrid":[196],"loss":[197],"function":[198],"training,":[200],"which":[201],"enhances":[202],"perceptual":[204],"details":[205],"reconstructed":[207],"images.":[208],"Finally,":[209],"conduct":[211],"series":[213],"extensive":[215],"evaluations":[216],"ablation":[218],"studies":[219],"validate":[221],"system.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":11}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
