{"id":"https://openalex.org/W4408564370","doi":"https://doi.org/10.1109/jiot.2025.3552413","title":"Fast Transmission Control Adaptation for URLLC via Channel Knowledge Map and Meta-Learning","display_name":"Fast Transmission Control Adaptation for URLLC via Channel Knowledge Map and Meta-Learning","publication_year":2025,"publication_date":"2025-03-18","ids":{"openalex":"https://openalex.org/W4408564370","doi":"https://doi.org/10.1109/jiot.2025.3552413"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2025.3552413","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3552413","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://vbn.aau.dk/ws/files/771649588/Fast_Transmission_Control_Adaptation_for_URLLC_via_Channel_Knowledge_Map_and_Meta-Learning.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001095903","display_name":"Hongsen Peng","orcid":"https://orcid.org/0009-0002-8408-3781"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210099312","display_name":"Shandong Jiaotong University","ror":"https://ror.org/01848hk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099312"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongsen Peng","raw_affiliation_strings":["Department of Electronic Engineering and the Cooperative Medianet Innovation Center, Shanghai Jiao Tong University, Shanghai, China","Department of Electronic Information and Electrical Engineering, and the Cooperative Medianet Innovation Center (CMIC), Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering and the Cooperative Medianet Innovation Center, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Electronic Information and Electrical Engineering, and the Cooperative Medianet Innovation Center (CMIC), Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I4210099312","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008568070","display_name":"Tobias Kallehauge","orcid":"https://orcid.org/0000-0001-9155-7856"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Tobias Kallehauge","raw_affiliation_strings":["Department of Electronic Systems, Aalborg University, Aalborg, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Systems, Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016127527","display_name":"Meixia Tao","orcid":"https://orcid.org/0000-0002-0799-0954"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210099312","display_name":"Shandong Jiaotong University","ror":"https://ror.org/01848hk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meixia Tao","raw_affiliation_strings":["Department of Electronic Engineering and the Cooperative Medianet Innovation Center, Shanghai Jiao Tong University, Shanghai, China","Department of Electronic Information and Electrical Engineering, and the Cooperative Medianet Innovation Center (CMIC), Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering and the Cooperative Medianet Innovation Center, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Electronic Information and Electrical Engineering, and the Cooperative Medianet Innovation Center (CMIC), Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I4210099312","https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071289803","display_name":"Petar Popovski","orcid":"https://orcid.org/0000-0001-6195-4797"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Petar Popovski","raw_affiliation_strings":["Department of Electronic Systems, Aalborg University, Aalborg, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Systems, Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5001095903"],"corresponding_institution_ids":["https://openalex.org/I183067930","https://openalex.org/I4210099312"],"apc_list":null,"apc_paid":null,"fwci":3.6542,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.92262926,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"12","issue":"9","first_page":"13097","last_page":"13111"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.9125999808311462,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9125999808311462,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.795563817024231},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5323548316955566},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5217127203941345},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.48121359944343567},{"id":"https://openalex.org/keywords/control-channel","display_name":"Control channel","score":0.4191925525665283},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.41771331429481506},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34427833557128906},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3223695158958435},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20029297471046448}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.795563817024231},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5323548316955566},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5217127203941345},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.48121359944343567},{"id":"https://openalex.org/C157607044","wikidata":"https://www.wikidata.org/wiki/Q5165851","display_name":"Control channel","level":3,"score":0.4191925525665283},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.41771331429481506},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34427833557128906},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3223695158958435},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20029297471046448},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jiot.2025.3552413","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3552413","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/3cd9d23b-1d43-4a4c-babc-9b04e2e228d6","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/3cd9d23b-1d43-4a4c-babc-9b04e2e228d6","pdf_url":"https://vbn.aau.dk/ws/files/771649588/Fast_Transmission_Control_Adaptation_for_URLLC_via_Channel_Knowledge_Map_and_Meta-Learning.pdf","source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Peng, H, Kallehauge, T, Tao, M & Popovski, P 2025, 'Fast Transmission Control Adaptation for URLLC via Channel Knowledge Map and Meta-Learning', IEEE Internet of Things Journal, vol. 12, no. 9, 10930931, pp. 13097-13111. https://doi.org/10.1109/JIOT.2025.3552413","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:publications/3cd9d23b-1d43-4a4c-babc-9b04e2e228d6","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/3cd9d23b-1d43-4a4c-babc-9b04e2e228d6","pdf_url":"https://vbn.aau.dk/ws/files/771649588/Fast_Transmission_Control_Adaptation_for_URLLC_via_Channel_Knowledge_Map_and_Meta-Learning.pdf","source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Peng, H, Kallehauge, T, Tao, M & Popovski, P 2025, 'Fast Transmission Control Adaptation for URLLC via Channel Knowledge Map and Meta-Learning', IEEE Internet of Things Journal, vol. 12, no. 9, 10930931, pp. 13097-13111. https://doi.org/10.1109/JIOT.2025.3552413","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2275469967","display_name":null,"funder_award_id":"62431014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3886632535","display_name":null,"funder_award_id":"62125108","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7576765025","display_name":null,"funder_award_id":"Villum Investigator Grant WATER, nr. 37793","funder_id":"https://openalex.org/F4320310489","funder_display_name":"Velux Fonden"},{"id":"https://openalex.org/G8582956135","display_name":null,"funder_award_id":"37793","funder_id":"https://openalex.org/F4320309207","funder_display_name":"Grant Foundation"}],"funders":[{"id":"https://openalex.org/F4320309207","display_name":"Grant Foundation","ror":null},{"id":"https://openalex.org/F4320310489","display_name":"Velux Fonden","ror":"https://ror.org/007ww2d15"},{"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/W4408564370.pdf","grobid_xml":"https://content.openalex.org/works/W4408564370.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W2036533317","https://openalex.org/W2262889796","https://openalex.org/W2797178713","https://openalex.org/W2798625559","https://openalex.org/W2883649322","https://openalex.org/W2885961450","https://openalex.org/W2890858422","https://openalex.org/W2947056267","https://openalex.org/W2963250023","https://openalex.org/W2963599038","https://openalex.org/W2964060933","https://openalex.org/W3121523871","https://openalex.org/W3131967102","https://openalex.org/W3134164132","https://openalex.org/W3135089279","https://openalex.org/W4315605953","https://openalex.org/W4315629931","https://openalex.org/W4366249625","https://openalex.org/W4386280764","https://openalex.org/W4388821705","https://openalex.org/W4391697040","https://openalex.org/W4394627437","https://openalex.org/W6638018090","https://openalex.org/W6736057607","https://openalex.org/W6741002519","https://openalex.org/W6861542118"],"related_works":["https://openalex.org/W2997567050","https://openalex.org/W1546146258","https://openalex.org/W2745555501","https://openalex.org/W1483272040","https://openalex.org/W2068245682","https://openalex.org/W2900460384","https://openalex.org/W2969544377","https://openalex.org/W3120935688","https://openalex.org/W2068199188","https://openalex.org/W2104482750"],"abstract_inverted_index":{"This":[0],"article":[1],"considers":[2],"methods":[3,26],"for":[4],"delivering":[5],"ultrareliable":[6],"low-latency":[7],"communication":[8],"(URLLC)":[9],"to":[10,63,139],"enable":[11],"mission-critical":[12],"Internet":[13],"of":[14,34,86,101,147,163,174],"Things":[15],"(IoT)":[16],"services":[17],"in":[18,38,74],"wireless":[19],"environments":[20],"with":[21,76,83],"unknown":[22],"channel":[23,31,88,103,108,128,133],"distribution.":[24],"The":[25,67,111],"rely":[27],"upon":[28],"the":[29,51,55,77,84,87,95,98,102,106,126,140,154,160,171,175],"historical":[30,107],"gain":[32,109,129],"samples":[33,130],"a":[35,39,44,70,144],"few":[36,145],"locations":[37],"target":[40,52],"area.":[41],"We":[42],"formulate":[43],"nontrivial":[45],"transmission":[46],"control":[47],"adaptation":[48,172],"problem":[49],"across":[50],"area":[53],"under":[54,165],"URLLC":[56,164],"constraints.":[57,169],"Then":[58,170],"we":[59],"propose":[60],"two":[61],"solutions":[62],"solve":[64],"this":[65],"problem.":[66],"first":[68],"is":[69,114,123],"power":[71,176],"scaling":[72,177],"scheme":[73,178],"conjunction":[75],"deep":[78],"reinforcement":[79],"learning":[80,120,181],"(DRL)":[81],"algorithm":[82,121,156,182],"help":[85],"knowledge":[89],"map":[90],"(CKM)":[91],"without":[92],"retraining,":[93],"where":[94],"CKM":[96],"employs":[97],"spatial":[99],"correlation":[100],"characteristics":[104],"from":[105,125],"samples.":[110],"second":[112],"solution":[113],"model":[115],"agnostic":[116],"meta-learning":[117],"(MAML)-based":[118],"meta-reinforcement":[119,180],"that":[122,153],"trained":[124],"known":[127],"following":[131],"distinct":[132],"distributions":[134],"and":[135,179],"can":[136,157],"quickly":[137],"adapt":[138],"new":[141],"environment":[142],"within":[143],"steps":[146],"gradient":[148],"update.":[149],"Simulation":[150],"results":[151],"indicate":[152],"DRL-based":[155],"effectively":[158],"meet":[159],"reliability":[161],"requirement":[162],"various":[166],"Quality-of-Service":[167],"(QoS)":[168],"capabilities":[173],"are":[183],"also":[184],"validated.":[185]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
