{"id":"https://openalex.org/W4383113472","doi":"https://doi.org/10.1109/tcomm.2023.3292257","title":"Meta-Gating Framework for Fast and Continuous Resource Optimization in Dynamic Wireless Environments","display_name":"Meta-Gating Framework for Fast and Continuous Resource Optimization in Dynamic Wireless Environments","publication_year":2023,"publication_date":"2023-07-04","ids":{"openalex":"https://openalex.org/W4383113472","doi":"https://doi.org/10.1109/tcomm.2023.3292257"},"language":"en","primary_location":{"id":"doi:10.1109/tcomm.2023.3292257","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2023.3292257","pdf_url":null,"source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 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/A5013593145","display_name":"Qiushuo Hou","orcid":"https://orcid.org/0000-0003-1132-9058"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qiushuo Hou","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking (IPCAN), Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking (IPCAN), Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089306758","display_name":"Mengyuan Lee","orcid":"https://orcid.org/0000-0001-7686-0507"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengyuan Lee","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking (IPCAN), Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking (IPCAN), Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079187892","display_name":"Guanding Yu","orcid":"https://orcid.org/0000-0003-1354-2557"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanding Yu","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking (IPCAN), Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking (IPCAN), Hangzhou, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034376590","display_name":"Yunlong Cai","orcid":"https://orcid.org/0000-0001-9418-1700"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunlong Cai","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking (IPCAN), Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking (IPCAN), Hangzhou, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5013593145"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":1.6066,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.83368826,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"71","issue":"9","first_page":"5259","last_page":"5273"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9990000128746033,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9990000128746033,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9983999729156494,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7865941524505615},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.7302486896514893},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.6275852918624878},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.546898603439331},{"id":"https://openalex.org/keywords/gating","display_name":"Gating","score":0.5079517960548401},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.48439866304397583},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4708499610424042},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4339098036289215},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4228546619415283},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41958922147750854},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40003663301467896},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.28812235593795776},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12180566787719727}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7865941524505615},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.7302486896514893},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.6275852918624878},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.546898603439331},{"id":"https://openalex.org/C194544171","wikidata":"https://www.wikidata.org/wiki/Q21105679","display_name":"Gating","level":2,"score":0.5079517960548401},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.48439866304397583},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4708499610424042},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4339098036289215},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4228546619415283},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41958922147750854},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40003663301467896},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.28812235593795776},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12180566787719727},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C42407357","wikidata":"https://www.wikidata.org/wiki/Q521","display_name":"Physiology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcomm.2023.3292257","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2023.3292257","pdf_url":null,"source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1162903151","display_name":null,"funder_award_id":"2018YFB1802302","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G1873216522","display_name":null,"funder_award_id":"U22A2004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2937299307","display_name":null,"funder_award_id":"61971376","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6110245451","display_name":null,"funder_award_id":"61831004","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"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1542791059","https://openalex.org/W1682403713","https://openalex.org/W1928152501","https://openalex.org/W1970830346","https://openalex.org/W2120501001","https://openalex.org/W2143200432","https://openalex.org/W2165698076","https://openalex.org/W2186494677","https://openalex.org/W2560647685","https://openalex.org/W2604763608","https://openalex.org/W2605353576","https://openalex.org/W2734314755","https://openalex.org/W2788388592","https://openalex.org/W2789876780","https://openalex.org/W2797462110","https://openalex.org/W2948168221","https://openalex.org/W2958079678","https://openalex.org/W2963540014","https://openalex.org/W2963559848","https://openalex.org/W2970389519","https://openalex.org/W2970903767","https://openalex.org/W2971598376","https://openalex.org/W2981871664","https://openalex.org/W2992716901","https://openalex.org/W3022312941","https://openalex.org/W3100120649","https://openalex.org/W3111499798","https://openalex.org/W3111885788","https://openalex.org/W3158226575","https://openalex.org/W3163842339","https://openalex.org/W3184646938","https://openalex.org/W4220935189","https://openalex.org/W4221161002","https://openalex.org/W4288335503","https://openalex.org/W4290717453","https://openalex.org/W4295883599","https://openalex.org/W4301163820","https://openalex.org/W4319988532","https://openalex.org/W4387870509","https://openalex.org/W6631190155","https://openalex.org/W6677850982","https://openalex.org/W6681315389","https://openalex.org/W6686543354","https://openalex.org/W6736057607","https://openalex.org/W6738602802","https://openalex.org/W6741217325","https://openalex.org/W6742852309","https://openalex.org/W6767485795","https://openalex.org/W6776331362","https://openalex.org/W6798414287","https://openalex.org/W6839308903","https://openalex.org/W6849896277"],"related_works":["https://openalex.org/W3204184292","https://openalex.org/W3176564347","https://openalex.org/W1985458517","https://openalex.org/W2355833770","https://openalex.org/W3031039437","https://openalex.org/W3095877357","https://openalex.org/W183202219","https://openalex.org/W10861731","https://openalex.org/W3133147449","https://openalex.org/W1901143057"],"abstract_inverted_index":{"With":[0,178],"the":[1,46,49,55,59,70,113,141,157,182,196,201,205,212,228,235,242,245,253,260],"great":[2],"success":[3],"of":[4,48,61,129,195,203,214,227,244],"deep":[5],"learning":[6,42,176],"(DL)":[7],"in":[8,69,106],"image":[9],"classification,":[10],"speech":[11],"recognition,":[12],"and":[13,17,119,133,153,222],"other":[14],"fields,":[15],"more":[16,18],"studies":[19],"have":[20],"applied":[21],"various":[22],"neural":[23],"networks":[24],"(NNs)":[25],"to":[26,79,85,138,140,187,190,210],"wireless":[27,72,87,110,143],"resource":[28,88,103],"allocation.":[29],"Generally":[30],"speaking,":[31],"these":[32],"artificial":[33],"intelligent":[34],"(AI)":[35],"models":[36],"are":[37,52],"trained":[38],"under":[39,218],"some":[40],"special":[41],"hypotheses,":[43],"especially":[44],"that":[45,252],"statistics":[47],"training":[50,56,164,180],"data":[51],"static":[53],"during":[54],"stage.":[57],"However,":[58],"distribution":[60,115],"channel":[62,192],"state":[63],"information":[64],"(CSI)":[65],"is":[66,77,185],"constantly":[67],"changing":[68],"real-world":[71],"communication":[73],"environment.":[74],"Therefore,":[75],"it":[76],"essential":[78],"study":[80],"effective":[81],"dynamic":[82,109,142],"DL":[83],"technologies":[84],"solve":[86],"allocation":[89,104],"problems.":[90],"In":[91],"this":[92,179],"paper,":[93],"we":[94,161,239],"propose":[95,162],"a":[96,163,168],"novel":[97],"framework,":[98,127],"named":[99],"meta-gating,":[100],"for":[101,156,200],"solving":[102],"problems":[105],"an":[107,130,134,174],"episodically":[108],"environment,":[111],"where":[112],"CSI":[114,220],"changes":[116],"over":[117],"periods":[118],"remains":[120],"constant":[121],"within":[122],"each":[123],"period.":[124],"The":[125],"proposed":[126,246,254],"consisting":[128],"inner":[131,183,215,229],"network":[132,184,207,230],"outer":[135,206],"network,":[136],"aims":[137],"adapt":[139,189],"environment":[144],"by":[145,166],"achieving":[146],"three":[147,261],"important":[148,262],"goals,":[149,160],"i.e.,":[150],"seamlessness,":[151],"quickness":[152],"continuity.":[154],"Specifically,":[155],"former":[158],"two":[159],"method":[165],"combining":[167],"model-agnostic":[169],"meta-learning":[170],"(MAML)":[171],"algorithm":[172],"with":[173,265],"unsupervised":[175],"mechanism.":[177],"method,":[181],"able":[186],"fast":[188],"different":[191,219],"distributions":[193],"because":[194],"good":[197],"initialization.":[198],"As":[199],"goal":[202],"\u2018continuity\u2019,":[204],"can":[208,257],"learn":[209],"evaluate":[211],"importance":[213],"network\u2019s":[216],"parameters":[217],"distributions,":[221],"then":[223],"decide":[224],"which":[225],"subset":[226],"should":[231],"be":[232],"activated":[233],"through":[234],"gating":[236],"operation.":[237],"Additionally,":[238],"theoretically":[240],"analyze":[241],"performance":[243],"meta-gating":[247,255],"framework.":[248],"Simulation":[249],"results":[250],"demonstrate":[251],"framework":[256],"well":[258],"achieve":[259],"goals":[263],"compared":[264],"existing":[266],"state-of-the-art":[267],"algorithms.":[268]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
