{"id":"https://openalex.org/W4411270948","doi":"https://doi.org/10.1109/tvt.2025.3579626","title":"Age and Power Minimization via Meta-Deep Reinforcement Learning in AAV Networks","display_name":"Age and Power Minimization via Meta-Deep Reinforcement Learning in AAV Networks","publication_year":2025,"publication_date":"2025-06-13","ids":{"openalex":"https://openalex.org/W4411270948","doi":"https://doi.org/10.1109/tvt.2025.3579626"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2025.3579626","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvt.2025.3579626","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/tvt.2025.3579626","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009209537","display_name":"Sankani Sarathchandra","orcid":null},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Sankani Sarathchandra","raw_affiliation_strings":["Centre for Wireless Communications, University of Oulu, Oulu, Finland"],"raw_orcid":"https://orcid.org/0009-0007-7726-4097","affiliations":[{"raw_affiliation_string":"Centre for Wireless Communications, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017608924","display_name":"Eslam Eldeeb","orcid":"https://orcid.org/0000-0002-6322-2036"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Eslam Eldeeb","raw_affiliation_strings":["Centre for Wireless Communications, University of Oulu, Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-6322-2036","affiliations":[{"raw_affiliation_string":"Centre for Wireless Communications, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mohammad Shehab","orcid":"https://orcid.org/0000-0003-2391-3171"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammad Shehab","raw_affiliation_strings":["Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-2391-3171","affiliations":[{"raw_affiliation_string":"Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040878028","display_name":"Hirley Alves","orcid":"https://orcid.org/0000-0002-8689-5313"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Hirley Alves","raw_affiliation_strings":["Centre for Wireless Communications, University of Oulu, Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-8689-5313","affiliations":[{"raw_affiliation_string":"Centre for Wireless Communications, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091143974","display_name":"Konstantin Mikhaylov","orcid":"https://orcid.org/0000-0002-5518-6629"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Konstantin Mikhaylov","raw_affiliation_strings":["Centre for Wireless Communications, University of Oulu, Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-5518-6629","affiliations":[{"raw_affiliation_string":"Centre for Wireless Communications, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083193286","display_name":"Mohamed\u2010Slim Alouini","orcid":"https://orcid.org/0000-0003-4827-1793"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohamed-Slim Alouini","raw_affiliation_strings":["Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-4827-1793","affiliations":[{"raw_affiliation_string":"Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.2036,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.943419,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"74","issue":"11","first_page":"16839","last_page":"16849"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13553","display_name":"Age of Information Optimization","score":0.9948999881744385,"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"}},"topics":[{"id":"https://openalex.org/T13553","display_name":"Age of Information Optimization","score":0.9948999881744385,"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/T11133","display_name":"UAV Applications and Optimization","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9531000256538391,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.6971232295036316},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.6873205900192261},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5361639857292175},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.46345090866088867},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.43774181604385376},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41561880707740784},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.36365044116973877},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10714647173881531}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6971232295036316},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.6873205900192261},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5361639857292175},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.46345090866088867},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.43774181604385376},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41561880707740784},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.36365044116973877},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10714647173881531},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvt.2025.3579626","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvt.2025.3579626","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tvt.2025.3579626","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvt.2025.3579626","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2145339207","https://openalex.org/W2268751503","https://openalex.org/W2898035736","https://openalex.org/W2962691117","https://openalex.org/W2996110936","https://openalex.org/W3039380259","https://openalex.org/W3040199322","https://openalex.org/W3046016465","https://openalex.org/W3100789280","https://openalex.org/W3125993419","https://openalex.org/W3131765381","https://openalex.org/W3156032009","https://openalex.org/W3169114806","https://openalex.org/W3173360237","https://openalex.org/W3197342323","https://openalex.org/W3198132193","https://openalex.org/W4205984110","https://openalex.org/W4226071977","https://openalex.org/W4286377573","https://openalex.org/W4288768987","https://openalex.org/W4312805548","https://openalex.org/W4317433347","https://openalex.org/W4385453555","https://openalex.org/W4387587706","https://openalex.org/W4387869887","https://openalex.org/W4387869929","https://openalex.org/W4388040576","https://openalex.org/W4389332150","https://openalex.org/W4393032607","https://openalex.org/W4396506414","https://openalex.org/W4399618476","https://openalex.org/W4400276147","https://openalex.org/W4403398882","https://openalex.org/W4405741720","https://openalex.org/W4409136467"],"related_works":["https://openalex.org/W4310083477","https://openalex.org/W2328553770","https://openalex.org/W2920061524","https://openalex.org/W1977959518","https://openalex.org/W2038908348","https://openalex.org/W2107890255","https://openalex.org/W2106552856","https://openalex.org/W2145821588","https://openalex.org/W2086122291","https://openalex.org/W1987513656"],"abstract_inverted_index":{"Age-of-information":[0],"(AoI)":[1],"and":[2,51,59,107,122],"transmission":[3,60,123],"power":[4,61,124],"are":[5],"crucial":[6],"performance":[7],"metrics":[8],"in":[9],"low":[10],"energy":[11],"wireless":[12],"networks,":[13],"where":[14],"information":[15],"freshness":[16],"is":[17,44],"of":[18,27],"paramount":[19],"importance.":[20],"This":[21],"study":[22],"examines":[23],"a":[24,33,56,70],"power-limited":[25],"internet":[26],"things":[28],"(IoT)":[29],"network":[30],"supported":[31],"by":[32],"flying":[34],"unmanned":[35],"aerial":[36],"vehicle":[37],"(UAV)":[38],"that":[39,76,101],"collects":[40],"data.":[41],"Our":[42],"aim":[43],"to":[45,54,109],"optimize":[46],"the":[47,102],"UAV's":[48],"flight":[49],"trajectory":[50],"scheduling":[52],"policy":[53],"minimize":[55],"varying":[57,95],"AoI":[58,121],"combination.":[62],"To":[63],"tackle":[64],"this":[65,67],"variation,":[66],"paper":[68],"proposes":[69],"meta-deep":[71],"reinforcement":[72],"learning":[73],"(RL)":[74],"approach":[75],"integrates":[77],"deep":[78,116],"Q-networks":[79],"(DQNs)":[80],"with":[81],"model-agnostic":[82],"meta-learning":[83],"(MAML).":[84],"DQNs":[85],"determine":[86],"optimal":[87],"UAV":[88],"decisions,":[89],"while":[90],"MAML":[91],"enables":[92],"scalability":[93],"across":[94],"objective":[96],"functions.":[97],"Numerical":[98],"results":[99],"indicate":[100],"proposed":[103],"algorithm":[104],"converges":[105],"faster":[106],"adapts":[108],"new":[110],"objectives":[111],"more":[112],"effectively":[113],"than":[114],"traditional":[115],"RL":[117],"methods,":[118],"achieving":[119],"minimal":[120],"overall.":[125]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
