{"id":"https://openalex.org/W4389545445","doi":"https://doi.org/10.1109/vtc2023-fall60731.2023.10333793","title":"Joint Computing Resource and Bandwidth Allocation for Semantic Communication Networks","display_name":"Joint Computing Resource and Bandwidth Allocation for Semantic Communication Networks","publication_year":2023,"publication_date":"2023-10-10","ids":{"openalex":"https://openalex.org/W4389545445","doi":"https://doi.org/10.1109/vtc2023-fall60731.2023.10333793"},"language":"en","primary_location":{"id":"doi:10.1109/vtc2023-fall60731.2023.10333793","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2023-fall60731.2023.10333793","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 98th Vehicular Technology Conference (VTC2023-Fall)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.gla.ac.uk/view/author/61355.html>,","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101082737","display_name":"Fangzhou Zhao","orcid":"https://orcid.org/0000-0001-8109-8916"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Fangzhou Zhao","raw_affiliation_strings":["University of Glasgow,James Watt School of Engineering,Glasgow,UK","James Watt School of Engineering, University of Glasgow, Glasgow, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Glasgow,James Watt School of Engineering,Glasgow,UK","institution_ids":["https://openalex.org/I7882870"]},{"raw_affiliation_string":"James Watt School of Engineering, University of Glasgow, Glasgow, UK","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073718577","display_name":"Gaurav Bagwe","orcid":"https://orcid.org/0000-0001-5706-5065"},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gaurav Bagwe","raw_affiliation_strings":["Michigan Technological University,Department of Electrical and Computer Engineering,Michigan,USA","Department of Electrical and Computer Engineering, Michigan Technological University, Michigan, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Michigan Technological University,Department of Electrical and Computer Engineering,Michigan,USA","institution_ids":["https://openalex.org/I11957088"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Michigan Technological University, Michigan, USA","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104211678","display_name":"Ezedin Mohammed","orcid":null},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ezedin Mohammed","raw_affiliation_strings":["Michigan Technological University,Department of Electrical and Computer Engineering,Michigan,USA","Department of Electrical and Computer Engineering, Michigan Technological University, Michigan, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Michigan Technological University,Department of Electrical and Computer Engineering,Michigan,USA","institution_ids":["https://openalex.org/I11957088"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Michigan Technological University, Michigan, USA","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059665891","display_name":"Lei Feng","orcid":"https://orcid.org/0000-0003-3494-5590"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4392021250","display_name":"State Key Laboratory of Networking and Switching Technology","ror":"https://ror.org/00qtv5q45","country_code":null,"type":"facility","lineage":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Feng","raw_affiliation_strings":["BUPT,State Key Laboratory of Networking and Switching Technology,Beijing,China","State Key Laboratory of Networking and Switching Technology, BUPT, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BUPT,State Key Laboratory of Networking and Switching Technology,Beijing,China","institution_ids":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]},{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, BUPT, Beijing, China","institution_ids":["https://openalex.org/I139759216","https://openalex.org/I4392021250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100322310","display_name":"Lan Zhang","orcid":"https://orcid.org/0000-0002-7718-6128"},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lan Zhang","raw_affiliation_strings":["Michigan Technological University,Department of Electrical and Computer Engineering,Michigan,USA","Department of Electrical and Computer Engineering, Michigan Technological University, Michigan, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Michigan Technological University,Department of Electrical and Computer Engineering,Michigan,USA","institution_ids":["https://openalex.org/I11957088"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Michigan Technological University, Michigan, USA","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054764710","display_name":"Yao Sun","orcid":"https://orcid.org/0000-0002-4391-377X"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yao Sun","raw_affiliation_strings":["University of Glasgow,James Watt School of Engineering,Glasgow,UK","James Watt School of Engineering, University of Glasgow, Glasgow, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Glasgow,James Watt School of Engineering,Glasgow,UK","institution_ids":["https://openalex.org/I7882870"]},{"raw_affiliation_string":"James Watt School of Engineering, University of Glasgow, Glasgow, UK","institution_ids":["https://openalex.org/I7882870"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1211,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.90045046,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9998000264167786,"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":0.9998000264167786,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9646000266075134,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9631999731063843,"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":0.8724515438079834},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6528974175453186},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5057408809661865},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.5047279596328735},{"id":"https://openalex.org/keywords/bandwidth-allocation","display_name":"Bandwidth allocation","score":0.5011084079742432},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.4895220994949341},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.47286295890808105},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.4106200933456421},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36981481313705444},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2805160880088806}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8724515438079834},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6528974175453186},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5057408809661865},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.5047279596328735},{"id":"https://openalex.org/C200157131","wikidata":"https://www.wikidata.org/wiki/Q4854763","display_name":"Bandwidth allocation","level":3,"score":0.5011084079742432},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.4895220994949341},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.47286295890808105},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.4106200933456421},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36981481313705444},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2805160880088806},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/vtc2023-fall60731.2023.10333793","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2023-fall60731.2023.10333793","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 98th Vehicular Technology Conference (VTC2023-Fall)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.gla.ac.uk:306176","is_oa":true,"landing_page_url":"https://eprints.gla.ac.uk/view/author/61355.html>,","pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:digitalcommons.mtu.edu:michigantech-p2-1498","is_oa":false,"landing_page_url":"https://digitalcommons.mtu.edu/michigantech-p2/498","pdf_url":null,"source":{"id":"https://openalex.org/S4377196391","display_name":"Digital Commons - Michigan Tech (Michigan Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11957088","host_organization_name":"Michigan Technological University","host_organization_lineage":["https://openalex.org/I11957088"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Michigan Tech Publications","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:eprints.gla.ac.uk:306176","is_oa":true,"landing_page_url":"https://eprints.gla.ac.uk/view/author/61355.html>,","pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2133249991","https://openalex.org/W3002486958","https://openalex.org/W3036851434","https://openalex.org/W3134818623","https://openalex.org/W3165698711","https://openalex.org/W3198139956","https://openalex.org/W4226150551","https://openalex.org/W4286748781","https://openalex.org/W4292972664","https://openalex.org/W4312766166","https://openalex.org/W4321854551","https://openalex.org/W4360996569","https://openalex.org/W4386952236","https://openalex.org/W6810966997","https://openalex.org/W6840380725"],"related_works":["https://openalex.org/W2044470979","https://openalex.org/W4251345889","https://openalex.org/W1990230466","https://openalex.org/W2148705057","https://openalex.org/W2044253388","https://openalex.org/W2073876121","https://openalex.org/W2768837435","https://openalex.org/W2076578212","https://openalex.org/W2389240193","https://openalex.org/W1999486158"],"abstract_inverted_index":{"As":[0],"a":[1,30,48,109,116],"new":[2],"communication":[3,8],"paradigm,":[4],"neural":[5],"network-driven":[6],"semantic":[7,32,101,135],"(SemCom)":[9],"has":[10],"demonstrated":[11],"considerable":[12],"promise":[13],"in":[14,58,83,137],"enhancing":[15],"resource":[16],"efficiency":[17],"by":[18],"transmitting":[19],"the":[20,42,59,66,79,87,97,128,133,138,143],"semantics":[21],"rather":[22],"than":[23],"all":[24],"bits":[25],"of":[26,51,99],"source":[27],"information.":[28],"Using":[29],"large":[31,49],"coding":[33],"model":[34,82],"can":[35],"accurately":[36],"distil":[37],"semantics,":[38],"and":[39,70,85,91,114],"significantly":[40,131],"save":[41],"required":[43],"bandwidth.":[44],"However,":[45],"this":[46,62,106],"consumes":[47],"amount":[50],"computing":[52,68,80,89],"resources,":[53],"which":[54],"are":[55],"also":[56],"precious":[57],"network.":[60],"In":[61],"paper,":[63],"we":[64,104],"investigate":[65],"joint":[67,88],"resources":[69,90],"bandwidth":[71,92],"allocation":[72,93],"for":[73],"SemCom":[74],"networks.":[75],"We":[76],"first":[77],"introduce":[78],"latency":[81],"SemCom,":[84],"formulate":[86],"optimization":[94,120],"problem":[95,107],"with":[96,142],"objective":[98],"maximizing":[100],"accuracy.":[102],"Then,":[103],"transform":[105],"into":[108],"deep":[110],"reinforcement":[111],"learning":[112],"framework":[113],"exploit":[115],"multi-agent":[117],"proximal":[118],"policy":[119],"to":[121],"solve":[122],"it.":[123],"Numerical":[124],"results":[125],"show":[126],"that":[127],"proposed":[129],"method":[130],"improves":[132],"average":[134],"accuracy":[136],"resource-constrained":[139],"cases,":[140],"compared":[141],"two":[144],"baselines.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
