{"id":"https://openalex.org/W4285025777","doi":"https://doi.org/10.1109/iccworkshops53468.2022.9814676","title":"Learning-Based Trajectory Design and Time Allocation in UAV-Supported Wireless Powered NOMA-IoT Networks","display_name":"Learning-Based Trajectory Design and Time Allocation in UAV-Supported Wireless Powered NOMA-IoT Networks","publication_year":2022,"publication_date":"2022-05-16","ids":{"openalex":"https://openalex.org/W4285025777","doi":"https://doi.org/10.1109/iccworkshops53468.2022.9814676"},"language":"en","primary_location":{"id":"doi:10.1109/iccworkshops53468.2022.9814676","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops53468.2022.9814676","pdf_url":null,"source":{"id":"https://openalex.org/S4363608034","display_name":"2022 IEEE International Conference on Communications Workshops (ICC Workshops)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Communications Workshops (ICC Workshops)","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/A5101745116","display_name":"Zhanpeng Zhang","orcid":"https://orcid.org/0009-0003-4041-0434"},"institutions":[{"id":"https://openalex.org/I4391767892","display_name":"State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources","ror":"https://ror.org/045hfth47","country_code":null,"type":"facility","lineage":["https://openalex.org/I153473198","https://openalex.org/I4391767892"]},{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhanpeng Zhang","raw_affiliation_strings":["School of Electric and Electronic Engineering, North China Electric Power University,State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources,Beijing,China","School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China","State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, School of Electric and Electronic Engineering, North China Electric Power University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Electric and Electronic Engineering, North China Electric Power University,State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources,Beijing,China","institution_ids":["https://openalex.org/I153473198","https://openalex.org/I4391767892"]},{"raw_affiliation_string":"School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, School of Electric and Electronic Engineering, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045480150","display_name":"Xu Chen","orcid":"https://orcid.org/0000-0001-7527-0265"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Xu","raw_affiliation_strings":["School of Artificial Intelligence, Beijing University of Posts and Telecommunications,Beijing,China","School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Beijing University of Posts and Telecommunications,Beijing,China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024079203","display_name":"Runze Wu","orcid":"https://orcid.org/0009-0008-7653-1752"},"institutions":[{"id":"https://openalex.org/I4391767892","display_name":"State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources","ror":"https://ror.org/045hfth47","country_code":null,"type":"facility","lineage":["https://openalex.org/I153473198","https://openalex.org/I4391767892"]},{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runze Wu","raw_affiliation_strings":["School of Electric and Electronic Engineering, North China Electric Power University,State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources,Beijing,China","State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, School of Electric and Electronic Engineering, North China Electric Power University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Electric and Electronic Engineering, North China Electric Power University,State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources,Beijing,China","institution_ids":["https://openalex.org/I153473198","https://openalex.org/I4391767892"]},{"raw_affiliation_string":"State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, School of Electric and Electronic Engineering, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101745116"],"corresponding_institution_ids":["https://openalex.org/I139759216","https://openalex.org/I153473198","https://openalex.org/I4391767892"],"apc_list":null,"apc_paid":null,"fwci":1.1096,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.76073181,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1041","last_page":"1046"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9955000281333923,"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":0.9855999946594238,"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":0.7996178865432739},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.62007737159729},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5899844169616699},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5749903321266174},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.566543459892273},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5631616711616516},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5504207015037537},{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.502316951751709},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.49927449226379395},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.45619019865989685},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4397224485874176},{"id":"https://openalex.org/keywords/noma","display_name":"Noma","score":0.41685065627098083},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3892018795013428},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.37382495403289795},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16233333945274353},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13007059693336487},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.1172579824924469},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.09072872996330261}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7996178865432739},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.62007737159729},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5899844169616699},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5749903321266174},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.566543459892273},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5631616711616516},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5504207015037537},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.502316951751709},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.49927449226379395},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.45619019865989685},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4397224485874176},{"id":"https://openalex.org/C2775918612","wikidata":"https://www.wikidata.org/wiki/Q994794","display_name":"Noma","level":3,"score":0.41685065627098083},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3892018795013428},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.37382495403289795},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16233333945274353},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13007059693336487},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.1172579824924469},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.09072872996330261},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccworkshops53468.2022.9814676","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops53468.2022.9814676","pdf_url":null,"source":{"id":"https://openalex.org/S4363608034","display_name":"2022 IEEE International Conference on Communications Workshops (ICC Workshops)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8999999761581421,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G523832124","display_name":null,"funder_award_id":"62071179","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3030525848","https://openalex.org/W4385197910","https://openalex.org/W2340639785","https://openalex.org/W4229448053","https://openalex.org/W3010814398","https://openalex.org/W4385197899","https://openalex.org/W4327774218","https://openalex.org/W2059768187","https://openalex.org/W4247925126","https://openalex.org/W4312858960"],"abstract_inverted_index":{"With":[0],"the":[1,19,26,54,62,98,152,165],"help":[2],"of":[3,12,21,33,64,70],"unmanned":[4],"aerial":[5,88],"vehicle":[6],"(UAV),":[7],"remote":[8],"terminals":[9,72],"that":[10,164],"out":[11],"wireless":[13,35,49,92],"coverage":[14],"can":[15,60],"be":[16],"connected":[17],"to":[18,41,123],"Internet":[20],"Things":[22],"(IoT)":[23],"networks.":[24,95],"Currently,":[25],"IoT":[27,71],"relies":[28],"on":[29],"a":[30,132],"large":[31],"number":[32],"low-cost":[34],"sensors":[36],"with":[37],"limited":[38],"energy":[39,65,106],"supply":[40,66],"realize":[42],"ubiquitous":[43],"monitoring":[44],"and":[45,53,67,84,110,117,147],"intelligent":[46],"control.":[47],"The":[48,113],"powered":[50,93],"communication":[51,141],"(WPC)":[52],"non-orthogonal":[55],"multiple":[56],"access":[57,69],"(NOMA)":[58],"technologies":[59],"solve":[61,124],"problems":[63],"massive":[68],"respectively.":[73],"Exploiting":[74],"these":[75],"benefits,":[76],"we":[77,103,130],"investigate":[78],"joint":[79],"UAV":[80],"3D":[81],"trajectory":[82,145],"design":[83,146],"time":[85,148],"allocation":[86],"for":[87],"data":[89],"collection":[90],"in":[91,172],"NOMA-IoT":[94],"To":[96],"maximize":[97],"total":[99],"fair":[100,173],"network":[101],"throughput,":[102],"jointly":[104],"consider":[105],"limitation,":[107],"QoS":[108],"requirements":[109],"flight":[111],"conditions.":[112],"problem":[114],"is":[115,121,142],"non-convex":[116],"time-dimension":[118],"coupled":[119],"which":[120,150],"intractable":[122],"by":[125,144],"traditional":[126],"optimization":[127],"methods.":[128],"Therefore,":[129],"develop":[131],"deep":[133,153],"reinforcement":[134],"learning":[135],"(DRL)":[136],"algorithm":[137],"called":[138],"FC-TDTA":[139],"(fair":[140],"accomplished":[143],"allocation),":[149],"uses":[151],"deterministic":[154],"policy":[155],"gradient":[156],"(DDPG)":[157],"as":[158],"its":[159],"basis.":[160],"Simulation":[161],"results":[162],"show":[163],"proposed":[166],"approach":[167],"performs":[168],"better":[169],"than":[170],"benchmarks":[171],"throughput":[174],"maximization.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}