{"id":"https://openalex.org/W4399168643","doi":"https://doi.org/10.1109/tccn.2024.3407096","title":"Deep Reinforcement Learning-Based Resource Allocation for Multi-UAV-Assisted Full-Duplex Wireless-Powered IoT Networks","display_name":"Deep Reinforcement Learning-Based Resource Allocation for Multi-UAV-Assisted Full-Duplex Wireless-Powered IoT Networks","publication_year":2024,"publication_date":"2024-05-30","ids":{"openalex":"https://openalex.org/W4399168643","doi":"https://doi.org/10.1109/tccn.2024.3407096"},"language":"en","primary_location":{"id":"doi:10.1109/tccn.2024.3407096","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2024.3407096","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive Communications and Networking","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/A5019496611","display_name":"Rui Tang","orcid":"https://orcid.org/0000-0003-0141-059X"},"institutions":[{"id":"https://openalex.org/I16351329","display_name":"China West Normal University","ror":"https://ror.org/04s99y476","country_code":"CN","type":"education","lineage":["https://openalex.org/I16351329"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rui Tang","raw_affiliation_strings":["School of Electronic Information Engineering, the Research Center of Engineering Technology for Electronic Information Processing, the Key Laboratory of Electronic Information Process and Technology Application, and the Key Laboratory of Optimization Theory and Applications, China West Normal University, Nanchong, Sichuan, China","Key Laboratory of Optimization Theory and Applications, China West Normal University of Sichuan Province, Nanchong, China","Research Center of Engineering Technology for Electronic Information Processing, China West Normal University, Nanchong, China","School of Electronic Information Engineering, China West Normal University, Nanchong, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information Engineering, the Research Center of Engineering Technology for Electronic Information Processing, the Key Laboratory of Electronic Information Process and Technology Application, and the Key Laboratory of Optimization Theory and Applications, China West Normal University, Nanchong, Sichuan, China","institution_ids":["https://openalex.org/I16351329"]},{"raw_affiliation_string":"Key Laboratory of Optimization Theory and Applications, China West Normal University of Sichuan Province, Nanchong, China","institution_ids":["https://openalex.org/I16351329"]},{"raw_affiliation_string":"Research Center of Engineering Technology for Electronic Information Processing, China West Normal University, Nanchong, China","institution_ids":["https://openalex.org/I16351329"]},{"raw_affiliation_string":"School of Electronic Information Engineering, China West Normal University, Nanchong, China","institution_ids":["https://openalex.org/I16351329"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072201174","display_name":"Ruizhi Zhang","orcid":"https://orcid.org/0000-0001-7524-805X"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruizhi Zhang","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060060834","display_name":"Yongjun Xu","orcid":"https://orcid.org/0000-0002-3588-0461"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongjun Xu","raw_affiliation_strings":["School of Communication and Information Engineering and the Key Laboratory of Big Data Intelligent Computing, Chongqing University of Posts and Telecommunications, Chongqing, China","School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering and the Key Laboratory of Big Data Intelligent Computing, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060020877","display_name":"Chau Yuen","orcid":"https://orcid.org/0000-0002-9307-2120"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chau Yuen","raw_affiliation_strings":["School of Electrical and Electronics Engineering, Nanyang Technological University, Jurong West, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019496611"],"corresponding_institution_ids":["https://openalex.org/I16351329"],"apc_list":null,"apc_paid":null,"fwci":44.7316,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.99792294,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"10","issue":"6","first_page":"2236","last_page":"2251"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9997000098228455,"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":0.9997000098228455,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9991000294685364,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9983000159263611,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8552001118659973},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.623001754283905},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5411360263824463},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.531204879283905},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5307942032814026},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5011277198791504},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4512575566768646},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.43249592185020447},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2414635419845581},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21063846349716187}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8552001118659973},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.623001754283905},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5411360263824463},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.531204879283905},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5307942032814026},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5011277198791504},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4512575566768646},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.43249592185020447},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2414635419845581},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21063846349716187},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tccn.2024.3407096","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2024.3407096","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive Communications and Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1174068184","display_name":null,"funder_award_id":"62271094","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3003775290","display_name":null,"funder_award_id":"2024NSFSC1420","funder_id":"https://openalex.org/F4320329861","funder_display_name":"Natural Science Foundation of Sichuan Province"},{"id":"https://openalex.org/G3850012859","display_name":null,"funder_award_id":"22kE007","funder_id":"https://openalex.org/F4320335881","funder_display_name":"Fundamental Research Funds of China West Normal University"},{"id":"https://openalex.org/G5282287407","display_name":null,"funder_award_id":"CSTB2023NSCQ-LZX0079","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"},{"id":"https://openalex.org/G5808344812","display_name":null,"funder_award_id":"U23A20279","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5991995053","display_name":null,"funder_award_id":"CSTB2022NSCQLZX0009","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"},{"id":"https://openalex.org/G8484285336","display_name":null,"funder_award_id":"62301450","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"},{"id":"https://openalex.org/F4320323172","display_name":"Natural Science Foundation of Chongqing","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329861","display_name":"Natural Science Foundation of Sichuan Province","ror":null},{"id":"https://openalex.org/F4320335881","display_name":"Fundamental Research Funds of China West Normal University","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W2031834036","https://openalex.org/W2068728923","https://openalex.org/W2077217589","https://openalex.org/W2096090773","https://openalex.org/W2099388379","https://openalex.org/W2135328009","https://openalex.org/W2739079535","https://openalex.org/W2887592610","https://openalex.org/W2890807948","https://openalex.org/W2940785943","https://openalex.org/W2941034199","https://openalex.org/W2945328213","https://openalex.org/W2963035841","https://openalex.org/W2963576178","https://openalex.org/W2964005248","https://openalex.org/W2964023906","https://openalex.org/W2998280308","https://openalex.org/W3005111982","https://openalex.org/W3016325548","https://openalex.org/W3022404363","https://openalex.org/W3039884072","https://openalex.org/W3046147954","https://openalex.org/W3098451750","https://openalex.org/W3100366369","https://openalex.org/W3102143361","https://openalex.org/W3106790501","https://openalex.org/W3109953734","https://openalex.org/W3113039709","https://openalex.org/W3137048766","https://openalex.org/W3159814724","https://openalex.org/W3162331326","https://openalex.org/W3167450743","https://openalex.org/W3169114806","https://openalex.org/W3176727369","https://openalex.org/W3203391007","https://openalex.org/W4205299120","https://openalex.org/W4212797575","https://openalex.org/W4226216204","https://openalex.org/W4242255739","https://openalex.org/W4285120086","https://openalex.org/W4285211583","https://openalex.org/W4285288618","https://openalex.org/W4292692470","https://openalex.org/W4312811396","https://openalex.org/W4318586126","https://openalex.org/W4361856249","https://openalex.org/W6631190155","https://openalex.org/W6684205842","https://openalex.org/W6684921986"],"related_works":["https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W3084456289","https://openalex.org/W2024136090","https://openalex.org/W4391331176","https://openalex.org/W2031695474","https://openalex.org/W2586732548","https://openalex.org/W2964765435"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,66],"investigate":[4],"a":[5,10,68],"resource":[6,70],"allocation":[7,71],"problem":[8],"for":[9],"multi-unmanned":[11],"aerial":[12],"vehicle":[13],"(UAV)-assisted":[14],"full-duplex":[15],"wireless-powered":[16],"Internet-of-things":[17],"(IoT)":[18],"network,":[19],"where":[20,133],"the":[21,39,48,61,79,84,89,102,108,121,125,134,140,150,156,160,171],"slot":[22],"partition,":[23],"power":[24],"allocation,":[25],"user":[26],"association,":[27],"and":[28,52,113,129],"three":[29,74],"dimensional":[30],"(3D)":[31],"UAV":[32,104],"placement":[33,105],"are":[34,116,137],"jointly":[35],"considered":[36],"to":[37,100,119],"maximize":[38],"sum":[40],"bit":[41],"rate":[42],"of":[43,124,159,168,173],"all":[44],"IoT":[45],"devices":[46],"under":[47],"imperfect":[49],"self-interference":[50],"cancellation":[51],"generalized":[53],"probabilistic":[54],"air-ground":[55],"channel":[56],"model.":[57],"To":[58],"deal":[59],"with":[60,73,83],"formulated":[62],"mixed-integer":[63],"non-convex":[64],"problem,":[65],"propose":[67],"novel":[69],"strategy":[72,152],"nested":[75],"parts":[76,128],"by":[77,165],"integrating":[78],"model-based":[80,109],"optimization":[81,135],"theory":[82,112,115],"data-based":[85,90,141],"learning":[86],"theory.":[87],"Particularly,":[88],"deep":[91],"deterministic":[92],"policy":[93],"gradient":[94],"algorithm":[95,164],"is":[96],"only":[97],"explicitly":[98],"used":[99,118],"train":[101],"3D":[103],"policy,":[106],"while":[107],"Lagrange":[110],"dual":[111],"matching":[114],"implicitly":[117],"explore":[120],"hidden":[122],"tractability":[123],"rest":[126],"two":[127],"design":[130],"efficient":[131],"algorithms,":[132],"results":[136,147],"passed":[138],"onto":[139],"part":[142],"through":[143],"reward":[144],"values.":[145],"Simulation":[146],"show":[148],"that":[149],"proposed":[151],"greatly":[153],"cuts":[154],"down":[155],"execution":[157],"time":[158],"exhausting":[161],"search-based":[162],"genetic":[163],"4":[166],"orders":[167],"magnitude":[169],"at":[170],"cost":[172],"less":[174],"than":[175],"5.1":[176],"percent":[177],"performance":[178],"loss.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":9}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
