{"id":"https://openalex.org/W4410491744","doi":"https://doi.org/10.1109/twc.2025.3568870","title":"Joint Semantic Transmission and Resource Allocation for Intelligent Computation Task Offloading in MEC Systems","display_name":"Joint Semantic Transmission and Resource Allocation for Intelligent Computation Task Offloading in MEC Systems","publication_year":2025,"publication_date":"2025-05-19","ids":{"openalex":"https://openalex.org/W4410491744","doi":"https://doi.org/10.1109/twc.2025.3568870"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2025.3568870","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2025.3568870","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":true,"oa_status":"green","oa_url":"https://pureadmin.qub.ac.uk/ws/files/640629916/twc_yuanpeng.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101982319","display_name":"Yuanpeng Zheng","orcid":"https://orcid.org/0009-0006-5303-3836"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanpeng Zheng","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0006-5303-3836","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102913097","display_name":"Tiankui Zhang","orcid":"https://orcid.org/0000-0002-0694-5844"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiankui Zhang","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0694-5844","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056349361","display_name":"Xidong Mu","orcid":"https://orcid.org/0000-0001-8351-360X"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xidong Mu","raw_affiliation_strings":["School of Electronics, Electrical Engineering and Computer Science, Queen&#x2019;s University Belfast, Belfast, U.K","Queen&#x2019;s University Belfast, Belfast, U.K"],"raw_orcid":"https://orcid.org/0000-0001-8351-360X","affiliations":[{"raw_affiliation_string":"School of Electronics, Electrical Engineering and Computer Science, Queen&#x2019;s University Belfast, Belfast, U.K","institution_ids":["https://openalex.org/I126231945"]},{"raw_affiliation_string":"Queen&#x2019;s University Belfast, Belfast, U.K","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076863392","display_name":"Yuanwei Liu","orcid":"https://orcid.org/0000-0002-6389-8941"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yuanwei Liu","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The University of Hong Kong, Kowloon Tong, Hong Kong","Department of Electricaland Electronic Engineering, University of Hong Kong, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0002-6389-8941","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Kowloon Tong, Hong Kong","institution_ids":["https://openalex.org/I168719708","https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Electricaland Electronic Engineering, University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":null,"display_name":"Rong Huang","orcid":"https://orcid.org/0000-0002-6105-6943"},"institutions":[{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Huang","raw_affiliation_strings":["China Unicom Research Institute, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6105-6943","affiliations":[{"raw_affiliation_string":"China Unicom Research Institute, Beijing, China","institution_ids":["https://openalex.org/I6507939"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4462,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.89253697,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"24","issue":"10","first_page":"8756","last_page":"8770"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.8616999983787537,"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"}},"topics":[{"id":"https://openalex.org/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.8616999983787537,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.8597999811172485,"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"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.857699990272522,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8416827917098999},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6055197715759277},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.5714146494865417},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5528122782707214},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5335296392440796},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.5313656330108643},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.48951709270477295},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.47525712847709656},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.44677191972732544},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4425680339336395},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2757071852684021},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.19599291682243347},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.15046578645706177}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8416827917098999},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6055197715759277},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.5714146494865417},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5528122782707214},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5335296392440796},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.5313656330108643},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.48951709270477295},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.47525712847709656},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.44677191972732544},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4425680339336395},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2757071852684021},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.19599291682243347},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.15046578645706177},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/twc.2025.3568870","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2025.3568870","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:pure.qub.ac.uk/portal:publications/3d6a4abc-a7cb-40eb-8693-b8fb682dc300","is_oa":true,"landing_page_url":"https://pure.qub.ac.uk/en/publications/3d6a4abc-a7cb-40eb-8693-b8fb682dc300","pdf_url":"https://pureadmin.qub.ac.uk/ws/files/640629916/twc_yuanpeng.pdf","source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Zheng, Y, Zhang, T, Mu, X, Liu, Y & Huang, R 2025, 'Joint semantic transmission and resource allocation for intelligent computation task offloading in MEC systems', IEEE Transactions on Wireless Communications, vol. 24, no. 10, pp. 8756-8770. https://doi.org/10.1109/TWC.2025.3568870","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:pure.qub.ac.uk/portal:publications/3d6a4abc-a7cb-40eb-8693-b8fb682dc300","is_oa":true,"landing_page_url":"https://pure.qub.ac.uk/en/publications/3d6a4abc-a7cb-40eb-8693-b8fb682dc300","pdf_url":"https://pureadmin.qub.ac.uk/ws/files/640629916/twc_yuanpeng.pdf","source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Zheng, Y, Zhang, T, Mu, X, Liu, Y & Huang, R 2025, 'Joint semantic transmission and resource allocation for intelligent computation task offloading in MEC systems', IEEE Transactions on Wireless Communications, vol. 24, no. 10, pp. 8756-8770. https://doi.org/10.1109/TWC.2025.3568870","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1924309553","display_name":null,"funder_award_id":"62371068","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410491744.pdf","grobid_xml":"https://content.openalex.org/works/W4410491744.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W2563375543","https://openalex.org/W2619383789","https://openalex.org/W2807902932","https://openalex.org/W2809251854","https://openalex.org/W2962677625","https://openalex.org/W2962883027","https://openalex.org/W2964220104","https://openalex.org/W2971544482","https://openalex.org/W3014798366","https://openalex.org/W3106970856","https://openalex.org/W3132252774","https://openalex.org/W4210427676","https://openalex.org/W4225531527","https://openalex.org/W4226018382","https://openalex.org/W4226027685","https://openalex.org/W4226047696","https://openalex.org/W4226263557","https://openalex.org/W4286377419","https://openalex.org/W4312051582","https://openalex.org/W4312807472","https://openalex.org/W4315489370","https://openalex.org/W4315630799","https://openalex.org/W4317038564","https://openalex.org/W4376455107","https://openalex.org/W4382568274","https://openalex.org/W4385819793","https://openalex.org/W4386736755","https://openalex.org/W4387870996","https://openalex.org/W4391743046","https://openalex.org/W4399527667"],"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":{"Mobile":[0],"edge":[1],"computing":[2],"(MEC)":[3],"enables":[4],"the":[5,32,105,138,175,212,218],"provision":[6],"of":[7,40,74,96,187,193,209,214],"high-reliability":[8],"and":[9,15,36,64,71,85,99,119,129,158,190,201],"low-latency":[10],"applications":[11],"by":[12],"offering":[13],"computation":[14,26,39,45,101,120],"storage":[16],"resources":[17,210],"in":[18,29,162,217],"close":[19],"proximity":[20],"to":[21,133],"end-users.":[22],"Different":[23],"from":[24,150,211],"traditional":[25],"task":[27,38,46],"offloading":[28,47],"MEC":[30,58,163,179],"systems,":[31],"large":[33],"data":[34],"volume":[35],"complex":[37],"artificial":[41],"intelligence":[42],"involved":[43],"intelligent":[44,100,219],"have":[48],"increased":[49],"greatly.":[50],"To":[51,103],"address":[52],"this":[53],"challenge,":[54],"we":[55,79,108,125],"propose":[56],"a":[57,81],"system":[59,91,197,205,215],"for":[60,89,178],"multiple":[61,65],"base":[62],"stations":[63],"terminals,":[66],"which":[67],"exploits":[68],"semantic":[69,83,97,116,156],"transmission":[70,84,98,117,157,188],"early":[72,191],"exit":[73,192],"inference.":[75],"Based":[76],"on":[77,137],"this,":[78],"investigate":[80],"joint":[82,155],"resource":[86,113,159],"allocation":[87,114,122,160],"problem":[88],"maximizing":[90],"reward":[92,198,216],"combined":[93],"with":[94,182],"analysis":[95],"process.":[102],"solve":[104,134],"formulated":[106],"problem,":[107],"decompose":[109],"it":[110],"into":[111],"communication":[112],"subproblem,":[115,118],"capacity":[121],"subproblem.":[123],"Then,":[124],"use":[126],"3D":[127],"matching":[128],"convex":[130],"optimization":[131],"method":[132],"subproblems":[135],"based":[136,154],"block":[139],"coordinate":[140],"descent":[141],"(BCD)":[142],"framework.":[143],"The":[144,170,185],"optimized":[145],"feasible":[146],"solutions":[147],"are":[148],"derived":[149],"an":[151],"efficient":[152,207],"BCD":[153],"algorithm":[161,172],"systems.":[164],"Our":[165,203],"simulation":[166],"demonstrates":[167],"that:":[168],"1)":[169],"proposed":[171,204],"significantly":[173],"improves":[174],"delay":[176],"performance":[177],"systems":[180],"compared":[181],"benchmarks;":[183],"2)":[184],"design":[186],"mode":[189],"inference":[194],"greatly":[195],"increases":[196],"during":[199],"offloading;":[200],"3)":[202],"achieves":[206],"utilization":[208],"perspective":[213],"scenario.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
