{"id":"https://openalex.org/W4406858875","doi":"https://doi.org/10.1109/ipccc59868.2024.10850181","title":"Learning-Empowered Resource Allocation in UxNB-Enabled Sliced HetECNs","display_name":"Learning-Empowered Resource Allocation in UxNB-Enabled Sliced HetECNs","publication_year":2024,"publication_date":"2024-11-22","ids":{"openalex":"https://openalex.org/W4406858875","doi":"https://doi.org/10.1109/ipccc59868.2024.10850181"},"language":"en","primary_location":{"id":"doi:10.1109/ipccc59868.2024.10850181","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipccc59868.2024.10850181","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Performance, Computing, and Communications Conference (IPCCC)","raw_type":"proceedings-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/A5024811692","display_name":"Xingchen Wei","orcid":"https://orcid.org/0009-0009-3836-3425"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xingchen Wei","raw_affiliation_strings":["Army Engineering University of PLA,College of Communications Engineering,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Army Engineering University of PLA,College of Communications Engineering,Nanjing,China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050300634","display_name":"Laixian Peng","orcid":"https://orcid.org/0000-0002-6580-1349"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Laixian Peng","raw_affiliation_strings":["Army Engineering University of PLA,College of Communications Engineering,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Army Engineering University of PLA,College of Communications Engineering,Nanjing,China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003108302","display_name":"Renhui Xu","orcid":"https://orcid.org/0000-0002-3591-2638"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renhui Xu","raw_affiliation_strings":["Army Engineering University of PLA,College of Communications Engineering,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Army Engineering University of PLA,College of Communications Engineering,Nanjing,China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101687890","display_name":"Hai Wang","orcid":"https://orcid.org/0009-0005-1734-8390"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Wang","raw_affiliation_strings":["Army Engineering University of PLA,College of Communications Engineering,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Army Engineering University of PLA,College of Communications Engineering,Nanjing,China","institution_ids":["https://openalex.org/I4210163363"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5024811692"],"corresponding_institution_ids":["https://openalex.org/I4210163363"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3056037,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.902400016784668,"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"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.902400016784668,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6815622448921204},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5680280923843384},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.46177518367767334},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4155697226524353},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3504430949687958},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.34445101022720337},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.21019592881202698}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6815622448921204},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5680280923843384},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.46177518367767334},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4155697226524353},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3504430949687958},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.34445101022720337},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.21019592881202698}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ipccc59868.2024.10850181","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipccc59868.2024.10850181","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Performance, Computing, and Communications Conference (IPCCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.4699999988079071}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W203023637","https://openalex.org/W2092507086","https://openalex.org/W3158476646","https://openalex.org/W3175605680","https://openalex.org/W4210464427","https://openalex.org/W4214717370","https://openalex.org/W4225884636","https://openalex.org/W4252284432","https://openalex.org/W4290996610","https://openalex.org/W4309913114","https://openalex.org/W4313053130","https://openalex.org/W4392399567","https://openalex.org/W4394574271"],"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/W2138781885","https://openalex.org/W4315630413"],"abstract_inverted_index":{"Emergency":[0],"Communication":[1],"Network":[2],"(ECN)":[3],"is":[4,133,191],"improving":[5],"network":[6,21,59,107],"quality":[7],"of":[8,29,35,61,87,92,119,136,195],"service":[9],"(QoS)":[10],"performance":[11,182],"via":[12],"numerous":[13],"resource":[14,68,84,125],"allocation":[15,69,85,126],"and":[16,58,102,116,184],"management":[17],"technologies,":[18],"such":[19],"as":[20,43,128],"slicing,":[22],"in":[23,32,75,110,139,188],"order":[24,111],"to":[25,53,112,193],"meet":[26],"the":[27,55,67,82,99,103,114,123],"requirements":[28],"heterogeneous":[30],"users":[31],"various":[33],"types":[34],"emergency":[36],"events.":[37],"Unmanned":[38],"aerial":[39],"vehicles":[40],"(UAVs)":[41],"serving":[42],"NodeB,":[44],"a.k.a.,":[45],"UxNB,":[46],"can":[47],"assist":[48],"ground":[49],"base":[50],"stations":[51],"(GBSs)":[52],"extend":[54],"coverage":[56],"range":[57],"utility":[60],"Heterogeneous":[62],"ECN":[63],"(HetECN),":[64],"but":[65,164],"make":[66],"issues":[70],"for":[71,156],"different":[72],"slice":[73],"demands":[74],"HetECN":[76,88],"more":[77],"complex.":[78],"This":[79],"paper":[80],"investigates":[81],"dynamic":[83,115],"problem":[86,127],"with":[89],"a":[90,129,166,178],"goal":[91],"maximizing":[93],"traffic":[94],"efficiency":[95],"while":[96],"concurrently":[97],"guaranteeing":[98],"transmission":[100],"rate":[101],"latency":[104],"by":[105],"adopting":[106],"slicing.":[108],"Firstly,":[109],"model":[113],"uncertain":[117],"environment":[118],"HetECN,":[120,189],"we":[121,145],"describe":[122],"long-term":[124],"stochastic":[130],"game,":[131],"which":[132,157,190],"an":[134,147],"extension":[135],"game":[137],"theory":[138],"Markov":[140],"decision":[141,161],"process-like":[142],"environment.":[143],"Subsequently,":[144],"develop":[146],"independent":[148],"Q-learning":[149],"based":[150],"multi-agent":[151],"reinforcement":[152],"learning":[153],"(IQ-MARL)":[154],"framework,":[155],"all":[158],"agents":[159],"execute":[160],"algorithm":[162,176],"independently":[163],"share":[165],"common":[167],"structure.":[168],"Simulation":[169],"results":[170],"demonstrate":[171],"that":[172],"our":[173],"proposed":[174],"IQ-MARL":[175],"achieves":[177],"good":[179],"balance":[180],"between":[181],"gains":[183],"information":[185],"exchange":[186],"overheads":[187],"superior":[192],"those":[194],"other":[196],"benchmark":[197],"schemes.":[198]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}