{"id":"https://openalex.org/W4406414648","doi":"https://doi.org/10.1109/twc.2025.3527014","title":"Resource Allocation for the Training of Image Semantic Communication Networks","display_name":"Resource Allocation for the Training of Image Semantic Communication Networks","publication_year":2025,"publication_date":"2025-01-15","ids":{"openalex":"https://openalex.org/W4406414648","doi":"https://doi.org/10.1109/twc.2025.3527014"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2025.3527014","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2025.3527014","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"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 Wireless Communications","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/A5071836779","display_name":"Yang Li","orcid":"https://orcid.org/0000-0002-1152-1907"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yang Li","raw_affiliation_strings":["Graduate College, Nanyang Technological University (NTU), Jurong West, Singapore","Graduate College, Nanyang Technological University (NTU), Singapore"],"raw_orcid":"https://orcid.org/0000-0002-1152-1907","affiliations":[{"raw_affiliation_string":"Graduate College, Nanyang Technological University (NTU), Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Graduate College, Nanyang Technological University (NTU), Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xinyu Zhou","orcid":"https://orcid.org/0000-0003-0733-5527"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Xinyu Zhou","raw_affiliation_strings":["Graduate College, Nanyang Technological University (NTU), Jurong West, Singapore","Graduate College, Nanyang Technological University (NTU), Singapore"],"raw_orcid":"https://orcid.org/0000-0003-0733-5527","affiliations":[{"raw_affiliation_string":"Graduate College, Nanyang Technological University (NTU), Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Graduate College, Nanyang Technological University (NTU), Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071321132","display_name":"Jun Zhao","orcid":"https://orcid.org/0000-0002-3004-7091"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]},{"id":"https://openalex.org/I3004594783","display_name":"Institute of High Performance Computing","ror":"https://ror.org/02n0ejh50","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3004594783","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jun Zhao","raw_affiliation_strings":["College of Computing and Data Science (CCDS), NTU, Jurong West, Singapore","College of Computing and Data Science (CCDS), Nanyang Technological University (NTU), Singapore"],"raw_orcid":"https://orcid.org/0000-0002-3004-7091","affiliations":[{"raw_affiliation_string":"College of Computing and Data Science (CCDS), NTU, Jurong West, Singapore","institution_ids":["https://openalex.org/I3004594783"]},{"raw_affiliation_string":"College of Computing and Data Science (CCDS), Nanyang Technological University (NTU), Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5711,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.8857804,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"24","issue":"4","first_page":"2968","last_page":"2984"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9448999762535095,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9448999762535095,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7721500396728516},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6353583335876465},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.5686242580413818},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.5026299953460693},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4285285770893097},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.34358152747154236},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.29677268862724304}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7721500396728516},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6353583335876465},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5686242580413818},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.5026299953460693},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4285285770893097},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.34358152747154236},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.29677268862724304},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/twc.2025.3527014","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2025.3527014","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"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 Wireless Communications","raw_type":"journal-article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/218467","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/218467","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1392860017","display_name":null,"funder_award_id":"Tier 1 RT5/23","funder_id":"https://openalex.org/F4320324070","funder_display_name":"Ministry of Education and Research, Romania"},{"id":"https://openalex.org/G7468972602","display_name":null,"funder_award_id":"Tier 1 RG90/22","funder_id":"https://openalex.org/F4320324070","funder_display_name":"Ministry of Education and Research, Romania"}],"funders":[{"id":"https://openalex.org/F4320324070","display_name":"Ministry of Education and Research, Romania","ror":"https://ror.org/00dh5gw98"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W2395579298","https://openalex.org/W2788350651","https://openalex.org/W2788428941","https://openalex.org/W2901932769","https://openalex.org/W2946889564","https://openalex.org/W2964110616","https://openalex.org/W2970641574","https://openalex.org/W2978725006","https://openalex.org/W2982409974","https://openalex.org/W3013973746","https://openalex.org/W3036851434","https://openalex.org/W3037582816","https://openalex.org/W3055586353","https://openalex.org/W3109847748","https://openalex.org/W3130503957","https://openalex.org/W3152952112","https://openalex.org/W3166791908","https://openalex.org/W3168863497","https://openalex.org/W4210680217","https://openalex.org/W4225009676","https://openalex.org/W4250589301","https://openalex.org/W4285742007","https://openalex.org/W4303628993","https://openalex.org/W4304775506","https://openalex.org/W4309158817","https://openalex.org/W4312050893","https://openalex.org/W4312051474","https://openalex.org/W4312557000","https://openalex.org/W4312785780","https://openalex.org/W4313350220","https://openalex.org/W4315629738","https://openalex.org/W4315629832","https://openalex.org/W4318586293","https://openalex.org/W4320912725","https://openalex.org/W4360770953","https://openalex.org/W4362514681","https://openalex.org/W4365420412","https://openalex.org/W4376455107","https://openalex.org/W4376467180","https://openalex.org/W4380303575","https://openalex.org/W4385245566","https://openalex.org/W4385338633","https://openalex.org/W4385627407","https://openalex.org/W4386363095","https://openalex.org/W4387150055","https://openalex.org/W4387871178","https://openalex.org/W4387872795","https://openalex.org/W4388937137","https://openalex.org/W4390144572","https://openalex.org/W4390722043","https://openalex.org/W4391164477","https://openalex.org/W4392175466","https://openalex.org/W4392903433","https://openalex.org/W4396918245","https://openalex.org/W4399728304","https://openalex.org/W4400275583","https://openalex.org/W4400277805","https://openalex.org/W4401540238","https://openalex.org/W4401752516","https://openalex.org/W6810966997","https://openalex.org/W6811223680"],"related_works":["https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2022931285","https://openalex.org/W1589966275","https://openalex.org/W2086872282","https://openalex.org/W2137789903","https://openalex.org/W2138781885","https://openalex.org/W4315630413","https://openalex.org/W2153007255"],"abstract_inverted_index":{"Semantic":[0],"communication":[1,12,35,67,157],"is":[2,49,113],"a":[3,39,63,87],"new":[4],"paradigm":[5],"that":[6],"aims":[7],"at":[8],"providing":[9],"more":[10],"efficient":[11],"for":[13,46,52,81],"the":[14,27,70,79,98,135,152],"next-generation":[15],"wireless":[16],"network.":[17],"It":[18],"focuses":[19],"on":[20,97,151],"transmitting":[21],"extracted,":[22],"meaningful":[23],"information":[24],"instead":[25],"of":[26,42,137,154],"raw":[28],"data.":[29],"However,":[30],"deep":[31],"learning-enabled":[32],"image":[33,65,155],"semantic":[34,66,156],"models":[36,80],"often":[37],"require":[38],"significant":[40],"amount":[41],"time":[43,93,123],"and":[44,73,94,121,127,147],"energy":[45,95],"training,":[47],"which":[48],"unacceptable,":[50],"especially":[51],"mobile":[53],"devices.":[54],"To":[55],"solve":[56],"this":[57],"challenge,":[58],"our":[59,138],"paper":[60],"first":[61],"introduces":[62],"distributed":[64],"system":[68],"where":[69],"base":[71],"station":[72],"local":[74,99],"devices":[75,100],"will":[76],"collaboratively":[77],"train":[78],"uplink":[82],"communication.":[83],"Furthermore,":[84],"we":[85],"formulate":[86],"joint":[88],"optimization":[89,143],"problem":[90],"to":[91,115],"balance":[92],"consumption":[96],"during":[101],"training":[102],"while":[103],"ensuring":[104],"effective":[105],"model":[106],"performance.":[107],"An":[108],"adaptable":[109],"resource":[110,141],"allocation":[111,142],"algorithm":[112,139],"proposed":[114],"meet":[116],"requirements":[117],"under":[118],"different":[119],"scenarios,":[120],"its":[122,149],"complexity,":[124],"solution":[125],"quality,":[126],"convergence":[128],"are":[129],"thoroughly":[130],"analyzed.":[131],"Experimental":[132],"results":[133],"demonstrate":[134],"superiority":[136],"in":[140],"against":[144],"existing":[145],"benchmarks":[146],"discuss":[148],"impact":[150],"performance":[153],"systems.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}