{"id":"https://openalex.org/W4415707627","doi":"https://doi.org/10.1109/tce.2025.3626829","title":"UAV-D2D Assisted Multi-Agent Parameter-Sharing for Optimizing Energy Consumption and Task Latency in MEC Task Offloading","display_name":"UAV-D2D Assisted Multi-Agent Parameter-Sharing for Optimizing Energy Consumption and Task Latency in MEC Task Offloading","publication_year":2025,"publication_date":"2025-10-30","ids":{"openalex":"https://openalex.org/W4415707627","doi":"https://doi.org/10.1109/tce.2025.3626829"},"language":null,"primary_location":{"id":"doi:10.1109/tce.2025.3626829","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2025.3626829","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Transactions on Consumer Electronics","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":"https://openalex.org/A5115614285","display_name":"Xi Wang","orcid":"https://orcid.org/0000-0001-5173-2234"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Wang","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100781967","display_name":"Xiaotian Liu","orcid":"https://orcid.org/0000-0003-1750-673X"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaotian Liu","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101416222","display_name":"Hongwei Zeng","orcid":"https://orcid.org/0000-0003-4215-3446"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongwei Zeng","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-4215-3446","affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040559321","display_name":"Zhengzhe Xiang","orcid":"https://orcid.org/0000-0003-1133-5722"},"institutions":[{"id":"https://openalex.org/I4400573310","display_name":"Hangzhou City University","ror":"https://ror.org/01wck0s05","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573310"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengzhe Xiang","raw_affiliation_strings":["School of Computer and Computing Science, Hangzhou City University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1133-5722","affiliations":[{"raw_affiliation_string":"School of Computer and Computing Science, Hangzhou City University, Hangzhou, China","institution_ids":["https://openalex.org/I4400573310"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087225784","display_name":"Honghao Gao","orcid":"https://orcid.org/0000-0001-6861-9684"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Honghao Gao","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-6861-9684","affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9389,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.8156486,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"71","issue":"4","first_page":"10853","last_page":"10867"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.5824000239372253,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.5824000239372253,"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":0.3587999939918518,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.0071000000461936,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/energy-consumption","display_name":"Energy consumption","score":0.6865000128746033},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6651999950408936},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5436999797821045},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.5329999923706055},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.49970000982284546},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4839000105857849},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.42989999055862427},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.4262999892234802},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.42590001225471497},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.41769999265670776}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8278999924659729},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6865000128746033},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6651999950408936},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5436999797821045},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.5329999923706055},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.510699987411499},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.49970000982284546},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4839000105857849},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.46950000524520874},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.45170000195503235},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.42989999055862427},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.4262999892234802},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.42590001225471497},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.41769999265670776},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.4124999940395355},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.4104999899864197},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.37529999017715454},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.3714999854564667},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.366100013256073},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.3353999853134155},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.3343000113964081},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.33149999380111694},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.31790000200271606},{"id":"https://openalex.org/C2781327853","wikidata":"https://www.wikidata.org/wiki/Q3552547","display_name":"User equipment","level":3,"score":0.3077000081539154},{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.30379998683929443},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.30169999599456787},{"id":"https://openalex.org/C195563490","wikidata":"https://www.wikidata.org/wiki/Q180368","display_name":"Network congestion","level":3,"score":0.29190000891685486},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.2842999994754791},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.27070000767707825},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.27070000767707825},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.26930001378059387},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.26910001039505005},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.2669999897480011},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2653000056743622},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.2637999951839447},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.26190000772476196},{"id":"https://openalex.org/C79487989","wikidata":"https://www.wikidata.org/wiki/Q934680","display_name":"Vehicle dynamics","level":2,"score":0.2565000057220459},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.25600001215934753},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.2535000145435333},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.25099998712539673}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2025.3626829","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2025.3626829","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Transactions on Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6181968682","display_name":null,"funder_award_id":"92367103","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W3002258616","https://openalex.org/W3033021189","https://openalex.org/W3042134556","https://openalex.org/W3042593295","https://openalex.org/W3133592136","https://openalex.org/W3162366242","https://openalex.org/W3162720533","https://openalex.org/W3163173972","https://openalex.org/W3174997142","https://openalex.org/W3188272948","https://openalex.org/W3206994654","https://openalex.org/W3208909191","https://openalex.org/W4205812117","https://openalex.org/W4206321341","https://openalex.org/W4210476355","https://openalex.org/W4210547116","https://openalex.org/W4226387990","https://openalex.org/W4284969151","https://openalex.org/W4285117372","https://openalex.org/W4285159124","https://openalex.org/W4285247671","https://openalex.org/W4296079598","https://openalex.org/W4296338485","https://openalex.org/W4312616886","https://openalex.org/W4312785309","https://openalex.org/W4313316115","https://openalex.org/W4319866458","https://openalex.org/W4366308825","https://openalex.org/W4377235584","https://openalex.org/W4380078600","https://openalex.org/W4380607140","https://openalex.org/W4380765906","https://openalex.org/W4385453605","https://openalex.org/W4387092633","https://openalex.org/W4387092690","https://openalex.org/W4389232856","https://openalex.org/W4389692482","https://openalex.org/W4390204273","https://openalex.org/W4391468081","https://openalex.org/W4396712595","https://openalex.org/W4400276242","https://openalex.org/W4400488290","https://openalex.org/W4400877549","https://openalex.org/W4403864140","https://openalex.org/W4404708465","https://openalex.org/W4407691001","https://openalex.org/W4408251920","https://openalex.org/W4409232992"],"related_works":[],"abstract_inverted_index":{"Unmanned":[0],"Aerial":[1],"Vehicle":[2],"(UAV)-enabled":[3],"Mobile":[4],"Edge":[5],"Computing":[6],"(MEC)":[7],"leverages":[8],"dynamic":[9],"mobility":[10,64],"and":[11,22,75,92,110,126,191,197],"Line-of-Sight":[12],"(LoS)":[13],"connectivity":[14],"to":[15,69,86],"bridge":[16],"coverage":[17],"gaps":[18],"in":[19,39,184,194],"data":[20],"transmission":[21],"processing.":[23],"However,":[24],"UAV":[25,63,80,124,165],"resource":[26],"limitations":[27],"impede":[28],"continuous":[29],"service":[30],"provision.":[31],"Centralized":[32],"task":[33,58,76,93,128],"offloading":[34,59,129],"further":[35],"intensifies":[36],"network":[37,108],"congestion":[38],"high-density":[40,196],"environments,":[41],"which":[42],"degrades":[43],"the":[44,84,90,103,120,127,147,153,168,185,195],"Quality":[45],"of":[46,95,123,131,187],"Service":[47],"(QoS).":[48],"To":[49],"address":[50],"these":[51],"challenges,":[52],"this":[53],"paper":[54],"proposes":[55],"a":[56],"collaborative":[57],"method":[60,180],"that":[61,178],"integrates":[62],"with":[65,83,163],"Device-to-Device":[66],"(D2D)":[67],"communication":[68,137],"jointly":[70],"optimize":[71],"system":[72],"energy":[73,189],"consumption":[74],"latency.":[77],"First,":[78],"multiple":[79,164],"agents":[81,125,148,166],"interact":[82],"environment":[85],"gather":[87],"information":[88],"on":[89,152],"locations":[91],"requirements":[94],"mobile":[96,132],"devices":[97,142],"within":[98],"their":[99],"observation":[100],"range.":[101],"Meanwhile,":[102],"central":[104],"agent":[105],"monitors":[106],"overall":[107],"conditions":[109],"device":[111,133],"loads.":[112],"Second,":[113],"Deep":[114],"Reinforcement":[115],"Learning":[116],"(DRL)":[117],"dynamically":[118],"formulates":[119],"movement":[121,170],"strategies":[122,130],"agents,":[134],"while":[135],"D2D":[136],"provides":[138],"computing":[139],"resources":[140],"for":[141],"lacking":[143],"edge":[144],"services.":[145],"Third,":[146],"execute":[149],"actions":[150],"based":[151],"decisions":[154],"made,":[155],"then":[156],"update":[157],"model":[158],"parameters":[159],"using":[160],"reward":[161],"feedback,":[162],"learning":[167],"global":[169],"strategy":[171],"through":[172],"parameter-sharing.":[173],"Finally,":[174],"experimental":[175],"results":[176],"demonstrate":[177],"our":[179],"outperforms":[181],"other":[182],"methods,":[183],"fields":[186],"balancing":[188],"efficiency":[190],"computational":[192],"timeliness":[193],"emergency":[198],"environments.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-30T00:00:00"}
