{"id":"https://openalex.org/W7140094321","doi":"https://doi.org/10.1109/jiot.2026.3676777","title":"Efficient Resource Allocation Framework for LoRaWAN Network via Online Learning","display_name":"Efficient Resource Allocation Framework for LoRaWAN Network via Online Learning","publication_year":2026,"publication_date":"2026-03-23","ids":{"openalex":"https://openalex.org/W7140094321","doi":"https://doi.org/10.1109/jiot.2026.3676777"},"language":null,"primary_location":{"id":"doi:10.1109/jiot.2026.3676777","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2026.3676777","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Ruiqi Wang","orcid":"https://orcid.org/0009-0007-0864-9890"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiqi Wang","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0009-0007-0864-9890","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130390363","display_name":"Wenjun Li","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjun Li","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130331242","display_name":"Jing Ren","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Ren","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-9523-5210","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100818953","display_name":"Tongyu Song","orcid":null},"institutions":[{"id":"https://openalex.org/I3004594783","display_name":"Institute of High Performance Computing","ror":"https://ror.org/02n0ejh50","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3004594783","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Tongyu Song","raw_affiliation_strings":["Zhejiang Lab, high-performance Computing Facilities Research Center, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0008-3912-8251","affiliations":[{"raw_affiliation_string":"Zhejiang Lab, high-performance Computing Facilities Research Center, Hangzhou, China","institution_ids":["https://openalex.org/I3004594783","https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130411542","display_name":"Xiong Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiong Wang","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-9932-6400","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sheng Wang","orcid":"https://orcid.org/0000-0002-1473-5206"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Wang","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-1473-5206","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113462206","display_name":"Shizhong Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shizhong Xu","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27819872,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"12","first_page":"25732","last_page":"25749"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12079","display_name":"IoT Networks and Protocols","score":0.9884999990463257,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9884999990463257,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.0017000000225380063,"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/T13553","display_name":"Age of Information Optimization","score":0.0013000000035390258,"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/resource-allocation","display_name":"Resource allocation","score":0.6136000156402588},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.5351999998092651},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.39649999141693115},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.3711000084877014},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.3452000021934509},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.3199000060558319},{"id":"https://openalex.org/keywords/intelligent-network","display_name":"Intelligent Network","score":0.3095000088214874}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8299000263214111},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6136000156402588},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.5351999998092651},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.47510001063346863},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.39649999141693115},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39149999618530273},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3711000084877014},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.3452000021934509},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.3199000060558319},{"id":"https://openalex.org/C51675839","wikidata":"https://www.wikidata.org/wiki/Q1665681","display_name":"Intelligent Network","level":2,"score":0.3095000088214874},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.3059999942779541},{"id":"https://openalex.org/C106516650","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm design","level":2,"score":0.29840001463890076},{"id":"https://openalex.org/C200157131","wikidata":"https://www.wikidata.org/wiki/Q4854763","display_name":"Bandwidth allocation","level":3,"score":0.2921000123023987},{"id":"https://openalex.org/C114237682","wikidata":"https://www.wikidata.org/wiki/Q5072483","display_name":"Channel allocation schemes","level":3,"score":0.27880001068115234},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.27000001072883606},{"id":"https://openalex.org/C3020028006","wikidata":"https://www.wikidata.org/wiki/Q9158","display_name":"Electronic mail","level":2,"score":0.2669000029563904},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26660001277923584},{"id":"https://openalex.org/C3019723476","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Electronic learning","level":3,"score":0.2517000138759613}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2026.3676777","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2026.3676777","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4858522415161133,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G3049776271","display_name":null,"funder_award_id":"2024YFB2907301","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6631891091","display_name":null,"funder_award_id":"62001087","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6944361285","display_name":null,"funder_award_id":"2025YFHZ0026","funder_id":"https://openalex.org/F4320336756","funder_display_name":"Tianjin Science and Technology Program"}],"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},{"id":"https://openalex.org/F4320336756","display_name":"Tianjin Science and Technology Program","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"deployment":[1],"of":[2,39,171,222],"large-scale":[3,227],"LoRaWAN":[4,131,228],"networks":[5],"requires":[6],"jointly":[7],"optimizing":[8],"conflicting":[9],"metrics":[10],"like":[11],"Packet":[12],"Delivery":[13],"Ratio":[14],"(PDR)":[15],"and":[16,30,106,117,153,164,201,220],"Energy":[17],"Efficiency":[18],"(EE)":[19],"by":[20,197,203],"dynamically":[21],"allocating":[22],"transmission":[23],"parameters,":[24],"including":[25],"Carrier":[26],"Frequency,":[27],"Spreading":[28],"Factor,":[29],"Transmission":[31],"Power.":[32],"Existing":[33],"algorithms":[34,191],"often":[35],"ignore":[36],"the":[37,54,79,93,102,169,184,218,223],"complexity":[38,116],"multi-objective":[40],"dynamic":[41,58],"adaptation":[42],"to":[43,62,120,123,146,199,214],"oversimplify":[44],"this":[45],"challenge,":[46],"focusing":[47],"on":[48],"a":[49,87,96,136,141,148],"single":[50],"metric":[51],"or":[52],"lacking":[53],"adaptability":[55],"needed":[56],"for":[57],"channel":[59,151],"environments,":[60],"leading":[61],"suboptimal":[63],"performance.":[64],"To":[65,126],"address":[66],"this,":[67],"we":[68,133],"propose":[69],"two":[70],"online":[71],"learning-based":[72],"resource":[73],"allocation":[74],"frameworks":[75,225],"that":[76,91,139,175],"intelligently":[77],"navigate":[78],"PDR-EE":[80],"trade-off.":[81],"Our":[82],"foundational":[83],"proposal,":[84],"D-LoRa,":[85],"is":[86],"fully":[88],"distributed":[89,160],"framework":[90,138],"models":[92],"problem":[94],"as":[95],"Combinatorial":[97],"Multi-Armed":[98],"Bandit.":[99],"By":[100],"decomposing":[101],"joint":[103],"parameter":[104],"selection":[105],"employing":[107],"specialized,":[108],"disaggregated":[109],"reward":[110],"functions,":[111],"D-LoRa":[112,176],"dramatically":[113],"reduces":[114],"learning":[115],"enables":[118],"nodes":[119,216],"autonomously":[121],"adapt":[122],"network":[124],"dynamics.":[125],"further":[127],"enhance":[128],"performance":[129],"in":[130,178,226],"networks,":[132],"introduce":[134],"CD-LoRa,":[135],"hybrid":[137],"integrates":[140],"lightweight,":[142],"centralized":[143],"initialization":[144],"phase":[145],"perform":[147],"one-time,":[149],"quasi-optimal":[150],"assignment":[152],"action":[154],"space":[155],"pruning,":[156],"thereby":[157],"accelerating":[158],"subsequent":[159],"learning.":[161],"Extensive":[162],"simulations":[163,211],"real-world":[165],"field":[166],"experiments":[167],"demonstrate":[168],"superiority":[170],"our":[172,190],"frameworks,":[173],"showing":[174],"excels":[177],"nonstationary":[179],"environments":[180],"while":[181],"CD-LoRa":[182],"achieves":[183],"fastest":[185],"convergence.":[186],"In":[187],"physical":[188],"deployments,":[189],"outperform":[192],"state-of-the-art":[193],"baselines,":[194],"improving":[195],"PDR":[196],"up":[198,213],"10.8%":[200],"EE":[202],"26.1%,":[204],"demonstrating":[205],"their":[206],"practical":[207],"effectiveness.":[208],"Moreover,":[209],"extensive":[210],"with":[212],"250":[215],"confirm":[217],"scalability":[219],"efficiency":[221],"proposed":[224],"networks.":[229]},"counts_by_year":[],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2026-03-24T00:00:00"}