{"id":"https://openalex.org/W4413555935","doi":"https://doi.org/10.1109/tnsm.2025.3602646","title":"<i>Top-k</i> Multi-Armed Bandit Learning for Content Dissemination in Swarms of Micro-UAVs","display_name":"<i>Top-k</i> Multi-Armed Bandit Learning for Content Dissemination in Swarms of Micro-UAVs","publication_year":2025,"publication_date":"2025-08-25","ids":{"openalex":"https://openalex.org/W4413555935","doi":"https://doi.org/10.1109/tnsm.2025.3602646"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2025.3602646","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnsm.2025.3602646","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/tnsm.2025.3602646","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001828510","display_name":"Amit Kumar Bhuyan","orcid":"https://orcid.org/0009-0000-1472-1931"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Amit Kumar Bhuyan","raw_affiliation_strings":["Electrical and Computer Engineering Department, Michigan State University, East Lansing, MI, USA","Electrical and Computer Engineering Department of Michigan State University, East Lansing, MI, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Michigan State University, East Lansing, MI, USA","institution_ids":["https://openalex.org/I87216513"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department of Michigan State University, East Lansing, MI, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076998513","display_name":"Hrishikesh Dutta","orcid":"https://orcid.org/0000-0003-4436-1054"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hrishikesh Dutta","raw_affiliation_strings":["Electrical and Computer Engineering Department, Michigan State University, East Lansing, MI, USA","Electrical and Computer Engineering Department of Michigan State University, East Lansing, MI, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Michigan State University, East Lansing, MI, USA","institution_ids":["https://openalex.org/I87216513"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department of Michigan State University, East Lansing, MI, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107170592","display_name":"Subir Biswas","orcid":"https://orcid.org/0000-0003-0828-2500"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Subir Biswas","raw_affiliation_strings":["Electrical and Computer Engineering Department, Michigan State University, East Lansing, MI, USA","Electrical and Computer Engineering Department of Michigan State University, East Lansing, MI, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Michigan State University, East Lansing, MI, USA","institution_ids":["https://openalex.org/I87216513"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department of Michigan State University, East Lansing, MI, USA","institution_ids":["https://openalex.org/I87216513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5001828510"],"corresponding_institution_ids":["https://openalex.org/I87216513"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12754291,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":"6","first_page":"6229","last_page":"6244"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9908000230789185,"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/T12676","display_name":"Machine Learning and ELM","score":0.9908000230789185,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9878000020980835,"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/T13693","display_name":"Smart Systems and Machine Learning","score":0.972599983215332,"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":0.7885958552360535},{"id":"https://openalex.org/keywords/content-delivery","display_name":"Content delivery","score":0.48304277658462524},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.4676703214645386},{"id":"https://openalex.org/keywords/multi-armed-bandit","display_name":"Multi-armed bandit","score":0.4613400101661682},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.38651174306869507},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3436155319213867},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15119978785514832}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7885958552360535},{"id":"https://openalex.org/C2986847828","wikidata":"https://www.wikidata.org/wiki/Q269415","display_name":"Content delivery","level":2,"score":0.48304277658462524},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.4676703214645386},{"id":"https://openalex.org/C123197309","wikidata":"https://www.wikidata.org/wiki/Q2882343","display_name":"Multi-armed bandit","level":3,"score":0.4613400101661682},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.38651174306869507},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3436155319213867},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15119978785514832},{"id":"https://openalex.org/C50817715","wikidata":"https://www.wikidata.org/wiki/Q79895177","display_name":"Regret","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnsm.2025.3602646","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnsm.2025.3602646","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tnsm.2025.3602646","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnsm.2025.3602646","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1994616650","https://openalex.org/W2031834036","https://openalex.org/W2035806112","https://openalex.org/W2268751503","https://openalex.org/W2412503523","https://openalex.org/W2898157791","https://openalex.org/W2901790394","https://openalex.org/W2908566763","https://openalex.org/W2909011011","https://openalex.org/W2959686891","https://openalex.org/W2962691117","https://openalex.org/W2963991174","https://openalex.org/W3005226193","https://openalex.org/W3008362931","https://openalex.org/W3040668711","https://openalex.org/W3045327646","https://openalex.org/W3048543830","https://openalex.org/W3085145549","https://openalex.org/W3092010863","https://openalex.org/W3127753524","https://openalex.org/W3186875089","https://openalex.org/W3208120575","https://openalex.org/W4200236429","https://openalex.org/W4200258037","https://openalex.org/W4210428984","https://openalex.org/W4210443557","https://openalex.org/W4226096577","https://openalex.org/W4313201628","https://openalex.org/W4315629681","https://openalex.org/W4321488626","https://openalex.org/W4324266094","https://openalex.org/W4385489097","https://openalex.org/W4399618476"],"related_works":["https://openalex.org/W2398102130","https://openalex.org/W4250539519","https://openalex.org/W4294018197","https://openalex.org/W1587673378","https://openalex.org/W2562217811","https://openalex.org/W4233433299","https://openalex.org/W2111375262","https://openalex.org/W2317728013","https://openalex.org/W4252076617","https://openalex.org/W1991205173"],"abstract_inverted_index":{"This":[0,120],"paper":[1],"presents":[2],"a":[3,21,78,108,134],"Micro-Unmanned":[4],"Aerial":[5],"Vehicle":[6],"(UAV)-enhanced":[7],"content":[8,35,79,89,103,127,143,172],"management":[9],"system":[10,30,81,161],"for":[11,115,123],"disaster":[12],"scenarios":[13],"where":[14],"communication":[15,95],"infrastructure":[16],"is":[17,75,100,138],"generally":[18],"compromised.":[19],"Utilizing":[20],"hybrid":[22],"network":[23,167],"of":[24],"stationary":[25,44],"and":[26,50,59,129,153,163,171],"mobile":[27,60],"Micro-UAVs,":[28],"this":[29],"aims":[31],"to":[32,37,76,87,91,140],"provide":[33],"crucial":[34],"access":[36],"isolated":[38],"communities.":[39,58,71],"In":[40],"the":[41,156],"developed":[42],"architecture,":[43],"anchor":[45],"UAVs,":[46,62],"equipped":[47],"with":[48,63],"vertical":[49],"lateral":[51],"links,":[52],"serve":[53],"users":[54,92],"in":[55,126],"individual":[56],"disaster-affected":[57],"microferrying":[61],"enhanced":[64],"mobility,":[65],"extend":[66],"coverage":[67],"across":[68,165],"multiple":[69],"such":[70],"The":[72,97],"primary":[73],"goal":[74],"devise":[77],"dissemination":[80,104],"that":[82,106],"dynamically":[83],"learns":[84],"caching":[85,118],"policies":[86],"maximize":[88],"accessibility":[90],"left":[93],"without":[94],"infrastructure.":[96],"core":[98],"contribution":[99],"an":[101],"adaptive":[102],"framework":[105,158],"employs":[107],"decentralized":[109],"Top-k":[110],"Multi-Armed":[111],"Bandit":[112],"learning":[113],"approach":[114,121],"efficient":[116],"UAV":[117],"decisions.":[119],"accounts":[122],"geo-temporal":[124],"variations":[125],"popularity":[128,173],"diverse":[130],"user":[131],"demands.":[132],"Additionally,":[133],"Selective":[135],"Caching":[136],"Algorithm":[137],"proposed":[139,157],"minimize":[141],"redundant":[142],"copies":[144],"by":[145],"leveraging":[146],"inter-UAV":[147],"information":[148],"sharing.":[149],"Through":[150],"functional":[151],"verification":[152],"performance":[154,162],"evaluation,":[155],"demonstrates":[159],"improved":[160],"adaptability":[164],"varying":[166],"sizes,":[168],"micro-UAV":[169],"swarms,":[170],"distributions.":[174]},"counts_by_year":[],"updated_date":"2025-12-05T23:21:25.405358","created_date":"2025-10-10T00:00:00"}