{"id":"https://openalex.org/W7138864861","doi":"https://doi.org/10.1109/globecom59602.2025.11431720","title":"Dynamic Resource Allocation and Energy Optimization in AAV-Enabled Green Edge Networks","display_name":"Dynamic Resource Allocation and Energy Optimization in AAV-Enabled Green Edge Networks","publication_year":2025,"publication_date":"2025-12-08","ids":{"openalex":"https://openalex.org/W7138864861","doi":"https://doi.org/10.1109/globecom59602.2025.11431720"},"language":null,"primary_location":{"id":"doi:10.1109/globecom59602.2025.11431720","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom59602.2025.11431720","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2025 - 2025 IEEE Global Communications Conference","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/A5102407589","display_name":"Andreou Andreas","orcid":null},"institutions":[{"id":"https://openalex.org/I17389662","display_name":"University of Nicosia","ror":"https://ror.org/04v18t651","country_code":"CY","type":"education","lineage":["https://openalex.org/I17389662"]}],"countries":["CY"],"is_corresponding":true,"raw_author_name":"Andreou Andreas","raw_affiliation_strings":["University of Nicosia,Department of Computer Science,Nicosia,Cyprus"],"affiliations":[{"raw_affiliation_string":"University of Nicosia,Department of Computer Science,Nicosia,Cyprus","institution_ids":["https://openalex.org/I17389662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129778367","display_name":"Constandinos X. Mavromoustakis","orcid":null},"institutions":[{"id":"https://openalex.org/I17389662","display_name":"University of Nicosia","ror":"https://ror.org/04v18t651","country_code":"CY","type":"education","lineage":["https://openalex.org/I17389662"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Constandinos X. Mavromoustakis","raw_affiliation_strings":["University of Nicosia,Department of Computer Science,Nicosia,Cyprus"],"affiliations":[{"raw_affiliation_string":"University of Nicosia,Department of Computer Science,Nicosia,Cyprus","institution_ids":["https://openalex.org/I17389662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129783295","display_name":"Evangelos Markakis","orcid":null},"institutions":[{"id":"https://openalex.org/I28710699","display_name":"Hellenic Mediterranean University","ror":"https://ror.org/039ce0m20","country_code":"GR","type":"education","lineage":["https://openalex.org/I28710699"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Evangelos Markakis","raw_affiliation_strings":["Hellenic Mediterranean University,Department of Electrical and Computer Engineering,Heraklion,Greece"],"affiliations":[{"raw_affiliation_string":"Hellenic Mediterranean University,Department of Electrical and Computer Engineering,Heraklion,Greece","institution_ids":["https://openalex.org/I28710699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129854688","display_name":"Athina Bourdena","orcid":null},"institutions":[{"id":"https://openalex.org/I26840924","display_name":"Mediterranean University","ror":"https://ror.org/03tsjvt68","country_code":"ME","type":"education","lineage":["https://openalex.org/I26840924"]}],"countries":["ME"],"is_corresponding":false,"raw_author_name":"Athina Bourdena","raw_affiliation_strings":["Hellenic Mediterranean University,Department of Business Administration and Tourism,Heraklion,Greece"],"affiliations":[{"raw_affiliation_string":"Hellenic Mediterranean University,Department of Business Administration and Tourism,Heraklion,Greece","institution_ids":["https://openalex.org/I26840924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030161759","display_name":"George Mastorakis","orcid":"https://orcid.org/0000-0002-6733-5652"},"institutions":[{"id":"https://openalex.org/I26840924","display_name":"Mediterranean University","ror":"https://ror.org/03tsjvt68","country_code":"ME","type":"education","lineage":["https://openalex.org/I26840924"]}],"countries":["ME"],"is_corresponding":false,"raw_author_name":"George Mastorakis","raw_affiliation_strings":["Hellenic Mediterranean University,Department of Management Science and Technology,Greece"],"affiliations":[{"raw_affiliation_string":"Hellenic Mediterranean University,Department of Management Science and Technology,Greece","institution_ids":["https://openalex.org/I26840924"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102407589"],"corresponding_institution_ids":["https://openalex.org/I17389662"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.92387481,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5435","last_page":"5440"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.7784000039100647,"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"}},"topics":[{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.7784000039100647,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.04839999973773956,"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":0.030300000682473183,"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":0.5594000220298767},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.5569000244140625},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5396999716758728},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.462799996137619},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.427700012922287},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.42179998755455017},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4171999990940094},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.41110000014305115},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4004000127315521},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.3849000036716461}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6168000102043152},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5594000220298767},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.5569000244140625},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5396999716758728},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5115000009536743},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.462799996137619},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.427700012922287},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.42179998755455017},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4171999990940094},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.41110000014305115},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4004000127315521},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.3849000036716461},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.38429999351501465},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.36980000138282776},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.36820000410079956},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.36390000581741333},{"id":"https://openalex.org/C200157131","wikidata":"https://www.wikidata.org/wiki/Q4854763","display_name":"Bandwidth allocation","level":3,"score":0.33469998836517334},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3222000002861023},{"id":"https://openalex.org/C45872418","wikidata":"https://www.wikidata.org/wiki/Q5318966","display_name":"Dynamic demand","level":3,"score":0.3188999891281128},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.3068999946117401},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.3025999963283539},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.2919999957084656},{"id":"https://openalex.org/C2780440489","wikidata":"https://www.wikidata.org/wiki/Q5227278","display_name":"Data-driven","level":2,"score":0.2856999933719635},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.28519999980926514},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.2831000089645386},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2784000039100647},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.2766000032424927},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2754000127315521},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.2750000059604645},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2624000012874603},{"id":"https://openalex.org/C2777958785","wikidata":"https://www.wikidata.org/wiki/Q17120940","display_name":"Resource efficiency","level":2,"score":0.26010000705718994},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2529999911785126},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.2524999976158142},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.25200000405311584}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom59602.2025.11431720","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom59602.2025.11431720","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2025 - 2025 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W4317794926","https://openalex.org/W4323896570","https://openalex.org/W4324116423","https://openalex.org/W4365141092","https://openalex.org/W4376479133","https://openalex.org/W4376851322","https://openalex.org/W4386737489","https://openalex.org/W4386869704","https://openalex.org/W4390576749","https://openalex.org/W4391128397","https://openalex.org/W4391684305","https://openalex.org/W4393325715","https://openalex.org/W4399915248","https://openalex.org/W4400276642","https://openalex.org/W4400728601","https://openalex.org/W4401809454","https://openalex.org/W4402352112"],"related_works":[],"abstract_inverted_index":{"Green":[0],"communication":[1,107],"and":[2,11,45,63,85,93,106,128],"sustainable":[3],"operations":[4],"have":[5],"become":[6],"critical":[7],"objectives":[8],"in":[9],"Information":[10],"Communications":[12],"Technology":[13],"(ICT)":[14],"systems,":[15],"particularly":[16],"when":[17],"integrating":[18],"energy-intensive":[19],"technologies":[20],"such":[21],"as":[22,57],"Autonomous":[23],"Aerial":[24],"Vehicles":[25],"(AAVs).":[26],"Therefore,":[27],"this":[28,100],"paper":[29],"introduces":[30],"a":[31,58,78],"dynamic":[32],"resource":[33],"allocation":[34],"framework":[35],"for":[36,118],"AAV-enabled":[37],"green":[38],"edge":[39,121],"networks":[40,122],"that":[41,99,123],"adaptively":[42],"manages":[43],"bandwidth":[44],"computational":[46],"power":[47],"while":[48,109],"optimizing":[49],"AAV":[50],"trajectories.":[51],"By":[52],"explicitly":[53],"formulating":[54],"the":[55,74,116],"problem":[56],"Markov":[59],"Decision":[60],"Process":[61],"(MDP)":[62],"employing":[64],"Deep":[65],"Reinforcement":[66],"Learning":[67],"(DRL)":[68],"with":[69],"Proximal":[70],"Policy":[71],"Optimization":[72],"(PPO),":[73],"proposed":[75],"system":[76],"strikes":[77],"balance":[79],"between":[80],"high":[81],"data":[82,104],"synchronization":[83],"demands":[84],"strict":[86],"energy":[87,111],"constraints,":[88],"leading":[89],"to":[90],"improved":[91],"throughput":[92,105],"sustainability.":[94],"The":[95],"simulation":[96],"results":[97],"reveal":[98],"approach":[101],"significantly":[102],"boosts":[103],"efficiency":[108],"reducing":[110],"consumption.":[112],"These":[113],"findings":[114],"pave":[115],"way":[117],"environmentally":[119],"responsible":[120],"meet":[124],"both":[125],"performance":[126],"requirements":[127],"sustainability":[129],"targets.":[130]},"counts_by_year":[],"updated_date":"2026-03-20T20:54:20.808490","created_date":"2026-03-20T00:00:00"}
