{"id":"https://openalex.org/W4402568234","doi":"https://doi.org/10.1109/tmc.2024.3461719","title":"Two-Stage Deep Energy Optimization in IRS-Assisted UAV-Based Edge Computing Systems","display_name":"Two-Stage Deep Energy Optimization in IRS-Assisted UAV-Based Edge Computing Systems","publication_year":2024,"publication_date":"2024-09-17","ids":{"openalex":"https://openalex.org/W4402568234","doi":"https://doi.org/10.1109/tmc.2024.3461719"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2024.3461719","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3461719","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","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/A5103121849","display_name":"Jian\u2010Qiu Wu","orcid":"https://orcid.org/0000-0002-5088-0769"},"institutions":[{"id":"https://openalex.org/I12615008","display_name":"Beijing Normal-Hong Kong Baptist University","ror":"https://ror.org/04snvc712","country_code":"CN","type":"education","lineage":["https://openalex.org/I12615008"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianqiu Wu","raw_affiliation_strings":["Guangdong Key Lab of AI and Multi-Modal Data Processing, Department of Computer Science, BNU-HKBU United International College, Zhuhai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Key Lab of AI and Multi-Modal Data Processing, Department of Computer Science, BNU-HKBU United International College, Zhuhai, China","institution_ids":["https://openalex.org/I12615008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054052827","display_name":"Zhongyi Yu","orcid":"https://orcid.org/0000-0003-2859-7008"},"institutions":[{"id":"https://openalex.org/I12615008","display_name":"Beijing Normal-Hong Kong Baptist University","ror":"https://ror.org/04snvc712","country_code":"CN","type":"education","lineage":["https://openalex.org/I12615008"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongyi Yu","raw_affiliation_strings":["Guangdong Key Lab of AI and Multi-Modal Data Processing, Department of Computer Science, BNU-HKBU United International College, Zhuhai, China"],"raw_orcid":"https://orcid.org/0000-0003-2859-7008","affiliations":[{"raw_affiliation_string":"Guangdong Key Lab of AI and Multi-Modal Data Processing, Department of Computer Science, BNU-HKBU United International College, Zhuhai, China","institution_ids":["https://openalex.org/I12615008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028160889","display_name":"Jianxiong Guo","orcid":"https://orcid.org/0000-0002-0994-3297"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxiong Guo","raw_affiliation_strings":["Advanced Institute of Natural Sciences, Beijing Normal University, Zhuhai, China"],"raw_orcid":"https://orcid.org/0000-0002-0994-3297","affiliations":[{"raw_affiliation_string":"Advanced Institute of Natural Sciences, Beijing Normal University, Zhuhai, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067856743","display_name":"Zhiqing Tang","orcid":"https://orcid.org/0000-0002-9375-4818"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqing Tang","raw_affiliation_strings":["Advanced Institute of Natural Sciences, Beijing Normal University, Zhuhai, China"],"raw_orcid":"https://orcid.org/0000-0002-9375-4818","affiliations":[{"raw_affiliation_string":"Advanced Institute of Natural Sciences, Beijing Normal University, Zhuhai, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006546107","display_name":"Tian Wang","orcid":"https://orcid.org/0000-0003-4819-621X"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian Wang","raw_affiliation_strings":["Advanced Institute of Natural Sciences, Beijing Normal University, Zhuhai, China"],"raw_orcid":"https://orcid.org/0000-0003-4819-621X","affiliations":[{"raw_affiliation_string":"Advanced Institute of Natural Sciences, Beijing Normal University, Zhuhai, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101752580","display_name":"Weijia Jia","orcid":"https://orcid.org/0000-0003-1000-3937"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijia Jia","raw_affiliation_strings":["Advanced Institute of Natural Sciences, Beijing Normal University, Zhuhai, China"],"raw_orcid":"https://orcid.org/0000-0003-1000-3937","affiliations":[{"raw_affiliation_string":"Advanced Institute of Natural Sciences, Beijing Normal University, Zhuhai, China","institution_ids":["https://openalex.org/I25254941"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":12.4658,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.98002898,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"24","issue":"1","first_page":"449","last_page":"465"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9865000247955322,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9865000247955322,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9200000166893005,"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":0.9027000069618225,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7873245477676392},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.5531545281410217},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.5068941712379456},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.49054259061813354},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4382796287536621},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26665163040161133},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08360400795936584}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7873245477676392},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.5531545281410217},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.5068941712379456},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.49054259061813354},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4382796287536621},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26665163040161133},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08360400795936584},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmc.2024.3461719","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3461719","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8500000238418579,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G5381427449","display_name":null,"funder_award_id":"62202055","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":42,"referenced_works":["https://openalex.org/W2097294853","https://openalex.org/W2290883490","https://openalex.org/W2805022829","https://openalex.org/W2889354525","https://openalex.org/W2962737505","https://openalex.org/W2962856838","https://openalex.org/W2962994567","https://openalex.org/W2963060851","https://openalex.org/W2963644017","https://openalex.org/W2964098968","https://openalex.org/W2968389137","https://openalex.org/W2973229164","https://openalex.org/W2975820893","https://openalex.org/W2990467641","https://openalex.org/W3000577820","https://openalex.org/W3005759659","https://openalex.org/W3021587675","https://openalex.org/W3038815422","https://openalex.org/W3046150221","https://openalex.org/W3046996734","https://openalex.org/W3080147229","https://openalex.org/W3089190064","https://openalex.org/W3134888006","https://openalex.org/W3140381130","https://openalex.org/W3144494418","https://openalex.org/W3173773192","https://openalex.org/W3195966034","https://openalex.org/W3203910054","https://openalex.org/W4205523539","https://openalex.org/W4205961034","https://openalex.org/W4210507349","https://openalex.org/W4281739447","https://openalex.org/W4293261875","https://openalex.org/W4315646984","https://openalex.org/W4362683604","https://openalex.org/W4376851311","https://openalex.org/W4384704974","https://openalex.org/W4386408328","https://openalex.org/W4386450086","https://openalex.org/W4387753684","https://openalex.org/W6631190155","https://openalex.org/W6674330103"],"related_works":["https://openalex.org/W4399992578","https://openalex.org/W4361251304","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W3024547383","https://openalex.org/W4210813012","https://openalex.org/W2914646191","https://openalex.org/W3174690704","https://openalex.org/W4386004629","https://openalex.org/W2968424451"],"abstract_inverted_index":{"Integrating":[0],"wireless-powered":[1],"Mobile":[2],"Edge":[3],"Computing":[4],"(MEC)":[5],"with":[6,44,200],"Unmanned":[7],"Aerial":[8],"Vehicles":[9],"(UAVs)":[10],"leverages":[11],"computation":[12,116],"offloading":[13,111,117,181],"services":[14],"for":[15,37,50,113],"mobile":[16],"devices,":[17],"significantly":[18,212],"enhancing":[19,76],"the":[20,74,115,125,137,141,209],"mobility":[21],"and":[22,60,79,101,131,191,216],"control":[23],"of":[24,128,140],"MEC":[25,96],"networks.":[26,41,88],"However,":[27],"current":[28],"research":[29],"has":[30],"not":[31],"focused":[32],"on":[33,108],"customizing":[34],"system":[35,97],"designs":[36],"Terahertz":[38],"(THz)":[39],"communication":[40,105],"When":[42],"dealing":[43],"THz":[45,56,87,104],"communication,":[46],"one":[47],"must":[48],"account":[49],"blockage":[51,84],"vulnerability":[52,85],"due":[53],"to":[54,123,221],"severe":[55],"wave":[57],"propagation":[58],"attenuation":[59],"insufficient":[61],"diffraction.":[62],"The":[63,144,204],"Intelligent":[64],"Reflecting":[65],"Surface":[66],"(IRS)":[67],"can":[68],"effectively":[69],"address":[70],"these":[71],"limitations":[72],"in":[73,86],"model,":[75],"spectrum":[77],"efficiency":[78,215],"coverage":[80],"capabilities":[81],"while":[82],"reducing":[83,192],"In":[89],"this":[90,158],"paper,":[91],"we":[92,160],"introduce":[93],"an":[94,184],"upgraded":[95],"that":[98,208],"integrates":[99],"IRS":[100,142],"UAVs":[102,130],"into":[103],"networks,":[106],"focusing":[107],"a":[109,147,162],"binary":[110],"policy":[112],"studying":[114],"problem.":[118],"Our":[119],"primary":[120],"objective":[121],"is":[122,146],"optimize":[124],"energy":[126,214],"consumption":[127],"both":[129],"User":[132],"Electronic":[133],"Devices,":[134],"alongside":[135],"refining":[136],"phase":[138],"shift":[139],"reflector.":[143],"problem":[145,152],"Mixed":[148],"Integer":[149],"Non-Linear":[150],"Programming":[151],"known":[153],"as":[154],"NP-hard.":[155],"To":[156],"tackle":[157],"challenge,":[159],"propose":[161],"two-stage":[163],"deep":[164],"learning-based":[165],"optimization":[166],"framework":[167],"named":[168],"Iterative":[169],"Order-Preserving":[170],"Policy":[171],"Optimization":[172],"(IOPO).":[173],"Unlike":[174],"exhaustive":[175],"search":[176],"methods,":[177],"IOPO":[178],"continually":[179],"updates":[180],"decisions":[182],"through":[183],"order-preserving":[185],"quantization":[186],"method,":[187],"thereby":[188],"accelerating":[189],"convergence":[190],"computational":[193],"complexity,":[194],"especially":[195],"when":[196],"handling":[197],"complex":[198],"problems":[199],"extensive":[201],"solution":[202],"spaces.":[203],"numerical":[205],"results":[206],"demonstrate":[207],"proposed":[210],"algorithm":[211],"improves":[213],"achieves":[217],"near-optimal":[218],"performance":[219],"compared":[220],"benchmark":[222],"methods.":[223]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2024-09-18T00:00:00"}
