{"id":"https://openalex.org/W4394862998","doi":"https://doi.org/10.1109/twc.2024.3386807","title":"QoE-Based Semantic-Aware Resource Allocation for Multi-Task Networks","display_name":"QoE-Based Semantic-Aware Resource Allocation for Multi-Task Networks","publication_year":2024,"publication_date":"2024-04-16","ids":{"openalex":"https://openalex.org/W4394862998","doi":"https://doi.org/10.1109/twc.2024.3386807"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2024.3386807","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2024.3386807","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/A5101417994","display_name":"Lei Yan","orcid":"https://orcid.org/0000-0002-9180-4797"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Yan","raw_affiliation_strings":["School of Telecommunications Engineering, Xidian University, Xi&#x2019;an, China","54th Research Institute of CETC, Shijiazhuang, Hebei, China"],"raw_orcid":"https://orcid.org/0000-0002-9180-4797","affiliations":[{"raw_affiliation_string":"School of Telecommunications Engineering, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"54th Research Institute of CETC, Shijiazhuang, Hebei, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044671638","display_name":"Zhijin Qin","orcid":"https://orcid.org/0000-0002-8507-3975"},"institutions":[{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhijin Qin","raw_affiliation_strings":["Department of Electronic Engineering, Tsinghua University, Beijing, China","Beijing National Research Center for Information Science and Technology, Beijing, China","State Key Laboratory of Space Network and Communications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-8507-3975","affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology, Beijing, China","institution_ids":["https://openalex.org/I4210156423"]},{"raw_affiliation_string":"State Key Laboratory of Space Network and Communications, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100627585","display_name":"Chunfeng Li","orcid":"https://orcid.org/0000-0002-3086-5369"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chunfeng Li","raw_affiliation_strings":["54th Research Institute of CETC, Shijiazhuang, Hebei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"54th Research Institute of CETC, Shijiazhuang, Hebei, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100421972","display_name":"Rui Zhang","orcid":"https://orcid.org/0000-0001-9130-5739"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Zhang","raw_affiliation_strings":["School of Telecommunications Engineering, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0001-9130-5739","affiliations":[{"raw_affiliation_string":"School of Telecommunications Engineering, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017026695","display_name":"Yongzhao Li","orcid":"https://orcid.org/0000-0003-2142-6652"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongzhao Li","raw_affiliation_strings":["School of Telecommunications Engineering, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0003-2142-6652","affiliations":[{"raw_affiliation_string":"School of Telecommunications Engineering, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101459082","display_name":"Xiaoming Tao","orcid":"https://orcid.org/0000-0002-8763-9338"},"institutions":[{"id":"https://openalex.org/I4210156423","display_name":"National Engineering Research Center for Information Technology in Agriculture","ror":"https://ror.org/04c3j3t84","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210156423"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoming Tao","raw_affiliation_strings":["Department of Electronic Engineering, Tsinghua University, Beijing, China","Beijing National Research Center for Information Science and Technology, Beijing, China","State Key Laboratory of Space Network and Communications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-8763-9338","affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology, Beijing, China","institution_ids":["https://openalex.org/I4210156423"]},{"raw_affiliation_string":"State Key Laboratory of Space Network and Communications, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.1705,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.98542033,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"23","issue":"9","first_page":"11958","last_page":"11971"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9951000213623047,"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":0.9951000213623047,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9908000230789185,"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"}},{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9879999756813049,"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":0.8604541420936584},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.5719643831253052},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5686780214309692},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5486794114112854},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.48513755202293396},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3445129990577698}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8604541420936584},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.5719643831253052},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5686780214309692},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5486794114112854},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.48513755202293396},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3445129990577698},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/twc.2024.3386807","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2024.3386807","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3421198822","display_name":null,"funder_award_id":"62293484","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5585223276","display_name":null,"funder_award_id":"61925105","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":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2126137945","https://openalex.org/W2596456786","https://openalex.org/W2597694153","https://openalex.org/W2789896367","https://openalex.org/W2883198415","https://openalex.org/W2921881548","https://openalex.org/W2963174256","https://openalex.org/W2991229593","https://openalex.org/W2993383518","https://openalex.org/W3005072086","https://openalex.org/W3036851434","https://openalex.org/W3102125291","https://openalex.org/W3130899619","https://openalex.org/W3166791908","https://openalex.org/W3180974649","https://openalex.org/W3198139956","https://openalex.org/W3199651421","https://openalex.org/W3207494382","https://openalex.org/W3214462705","https://openalex.org/W3216777582","https://openalex.org/W4210330825","https://openalex.org/W4221167879","https://openalex.org/W4225009676","https://openalex.org/W4226115138","https://openalex.org/W4226150551","https://openalex.org/W4285742007","https://openalex.org/W4292972664","https://openalex.org/W4312051474","https://openalex.org/W4312051582","https://openalex.org/W4313350220","https://openalex.org/W4315629738","https://openalex.org/W4327643814","https://openalex.org/W4366957379","https://openalex.org/W4376455107","https://openalex.org/W4384129865","https://openalex.org/W4390357418","https://openalex.org/W6783252269","https://openalex.org/W6810966997"],"related_works":["https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2138260944","https://openalex.org/W2022931285","https://openalex.org/W1589966275","https://openalex.org/W2086872282","https://openalex.org/W2137789903","https://openalex.org/W2153007255","https://openalex.org/W2138781885"],"abstract_inverted_index":{"By":[0],"transmitting":[1],"task-related":[2],"information":[3,23,76],"only,":[4],"semantic":[5,19,22,36,68,75,84,107],"communications":[6,122],"yield":[7],"significant":[8],"performance":[9,26],"gains":[10],"over":[11],"conventional":[12,121,172],"communications.":[13,173],"However,":[14],"the":[15,44,74,81,100,117,158,163],"lack":[16],"of":[17,106,116,162],"mature":[18],"theory":[20],"about":[21],"quantification":[24],"and":[25,80,86,111,136,147,160],"evaluation":[27],"makes":[28],"it":[29,132],"challenging":[30],"to":[31,72,98],"perform":[32],"resource":[33,58,102],"allocation":[34,59,103],"for":[35,61,77],"communications,":[37],"especially":[38],"when":[39],"multiple":[40],"tasks":[41],"coexist":[42],"in":[43,64,104],"network.":[45],"To":[46,126],"cope":[47],"with":[48,120,171],"this":[49,65,128],"challenge,":[50],"we":[51,92,130],"propose":[52],"a":[53,94,140,148],"quality-of-experience":[54],"(QoE)":[55],"based":[56,145],"semantic-aware":[57,101],"method":[60,146],"multi-task":[62],"networks":[63],"paper.":[66],"First,":[67],"entropy":[69,85,88],"is":[70,89,123],"defined":[71],"quantify":[73],"different":[78],"tasks,":[79],"relationship":[82],"between":[83],"Shannon":[87],"analyzed.":[90],"Then,":[91],"develop":[93],"novel":[95],"QoE":[96],"model":[97],"formulate":[99],"terms":[105],"compression,":[108],"channel":[109],"assignment,":[110],"transmit":[112],"power.":[113],"The":[114],"compatibility":[115,170],"formulated":[118],"problem":[119],"further":[124],"demonstrated.":[125],"solve":[127],"problem,":[129],"decouple":[131],"into":[133],"two":[134],"subproblems":[135],"solved":[137],"them":[138],"by":[139],"developed":[141],"deep":[142],"Q-network":[143],"(DQN)":[144],"proposed":[149,164],"low-complexity":[150],"matching":[151],"algorithm,":[152],"respectively.":[153],"Finally,":[154],"simulation":[155],"results":[156],"validate":[157],"effectiveness":[159],"superiority":[161],"method,":[165],"as":[166,168],"well":[167],"its":[169]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-27T08:26:11.824852","created_date":"2025-10-10T00:00:00"}
