{"id":"https://openalex.org/W4403060829","doi":"https://doi.org/10.1109/lcomm.2024.3472067","title":"Learning Decentralized and Scalable Resource Management for Wireless Powered Communication Networks","display_name":"Learning Decentralized and Scalable Resource Management for Wireless Powered Communication Networks","publication_year":2024,"publication_date":"2024-10-02","ids":{"openalex":"https://openalex.org/W4403060829","doi":"https://doi.org/10.1109/lcomm.2024.3472067"},"language":"en","primary_location":{"id":"doi:10.1109/lcomm.2024.3472067","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2024.3472067","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications 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 Communications Letters","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":null,"display_name":"Kobuljon Ismanov Abdurakhmonovich","orcid":"https://orcid.org/0009-0006-4885-2597"},"institutions":[{"id":"https://openalex.org/I8991828","display_name":"Pukyong National University","ror":"https://ror.org/0433kqc49","country_code":"KR","type":"education","lineage":["https://openalex.org/I8991828"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kobuljon Ismanov Abdurakhmonovich","raw_affiliation_strings":["Department of Information and Communications Engineering, Pukyong National University, Busan, South Korea","Department of Information and Communications Engineering, Pukyong National University, Busan, Korea"],"raw_orcid":"https://orcid.org/0009-0006-4885-2597","affiliations":[{"raw_affiliation_string":"Department of Information and Communications Engineering, Pukyong National University, Busan, South Korea","institution_ids":["https://openalex.org/I8991828"]},{"raw_affiliation_string":"Department of Information and Communications Engineering, Pukyong National University, Busan, Korea","institution_ids":["https://openalex.org/I8991828"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102361803","display_name":"Doyun Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I48566637","display_name":"Ulsan National Institute of Science and Technology","ror":"https://ror.org/017cjz748","country_code":"KR","type":"education","lineage":["https://openalex.org/I48566637"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Doyun Lee","raw_affiliation_strings":["Department of Electrical Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, South Korea","Department of Electrical Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, South Korea","institution_ids":["https://openalex.org/I48566637"]},{"raw_affiliation_string":"Department of Electrical Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Korea","institution_ids":["https://openalex.org/I48566637"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070737413","display_name":"Seung\u2010Eun Hong","orcid":"https://orcid.org/0000-0003-1394-998X"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seung-Eun Hong","raw_affiliation_strings":["Intelligent Small Cell Research Section, Electronics and Telecommunications Research Institute, Daejeon, South Korea","Intelligent Small Cell Research Section, Electronics and Telecommunications Research Institute, Daejeon, Korea"],"raw_orcid":"https://orcid.org/0000-0003-1394-998X","affiliations":[{"raw_affiliation_string":"Intelligent Small Cell Research Section, Electronics and Telecommunications Research Institute, Daejeon, South Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Intelligent Small Cell Research Section, Electronics and Telecommunications Research Institute, Daejeon, Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100609351","display_name":"Jaewook Lee","orcid":"https://orcid.org/0000-0003-0422-280X"},"institutions":[{"id":"https://openalex.org/I8991828","display_name":"Pukyong National University","ror":"https://ror.org/0433kqc49","country_code":"KR","type":"education","lineage":["https://openalex.org/I8991828"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jaewook Lee","raw_affiliation_strings":["Department of Information and Communications Engineering, Pukyong National University, Busan, South Korea","Department of Information and Communications Engineering, Pukyong National University, Busan, Korea"],"raw_orcid":"https://orcid.org/0000-0003-0422-280X","affiliations":[{"raw_affiliation_string":"Department of Information and Communications Engineering, Pukyong National University, Busan, South Korea","institution_ids":["https://openalex.org/I8991828"]},{"raw_affiliation_string":"Department of Information and Communications Engineering, Pukyong National University, Busan, Korea","institution_ids":["https://openalex.org/I8991828"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100667504","display_name":"Hoon Lee","orcid":"https://orcid.org/0000-0003-0753-8324"},"institutions":[{"id":"https://openalex.org/I48566637","display_name":"Ulsan National Institute of Science and Technology","ror":"https://ror.org/017cjz748","country_code":"KR","type":"education","lineage":["https://openalex.org/I48566637"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hoon Lee","raw_affiliation_strings":["Department of Electrical Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, South Korea","Department of Electrical Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Korea"],"raw_orcid":"https://orcid.org/0000-0003-0753-8324","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, South Korea","institution_ids":["https://openalex.org/I48566637"]},{"raw_affiliation_string":"Department of Electrical Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Korea","institution_ids":["https://openalex.org/I48566637"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1731,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48870915,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"28","issue":"11","first_page":"2563","last_page":"2567"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","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"}},"topics":[{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","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"}},{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9634000062942505,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9458000063896179,"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":0.7488828301429749},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6731853485107422},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.6282352209091187},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6215269565582275},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.6008158922195435},{"id":"https://openalex.org/keywords/radio-resource-management","display_name":"Radio resource management","score":0.49846506118774414},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4782775342464447},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.43961861729621887},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4330088496208191},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.4021914601325989},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.38735103607177734}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7488828301429749},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6731853485107422},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.6282352209091187},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6215269565582275},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.6008158922195435},{"id":"https://openalex.org/C182448111","wikidata":"https://www.wikidata.org/wiki/Q7281197","display_name":"Radio resource management","level":4,"score":0.49846506118774414},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4782775342464447},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.43961861729621887},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4330088496208191},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.4021914601325989},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.38735103607177734},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lcomm.2024.3472067","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2024.3472067","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications 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 Communications Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2081071884","https://openalex.org/W2094000142","https://openalex.org/W2169807982","https://openalex.org/W2261529130","https://openalex.org/W2911527753","https://openalex.org/W2974939732","https://openalex.org/W3091934141","https://openalex.org/W3093961880","https://openalex.org/W3201057273","https://openalex.org/W3204631851","https://openalex.org/W3215692849","https://openalex.org/W4211070228","https://openalex.org/W4285288574"],"related_works":["https://openalex.org/W2394465510","https://openalex.org/W1985749650","https://openalex.org/W2923452570","https://openalex.org/W2037910509","https://openalex.org/W206598027","https://openalex.org/W2132921191","https://openalex.org/W2978610750","https://openalex.org/W2022931285","https://openalex.org/W2040166533","https://openalex.org/W2104478802"],"abstract_inverted_index":{"This":[0],"letter":[1],"presents":[2],"deep":[3,16],"learning":[4,133],"approaches":[5],"for":[6],"addressing":[7],"resource":[8],"allocation":[9],"problems":[10],"in":[11],"wireless-powered":[12],"communication":[13],"networks.":[14],"Conventional":[15],"neural":[17],"network":[18,46],"(DNN)":[19],"methods":[20],"require":[21],"the":[22,37,42,45,60,83,92,100,118,131,150],"global":[23],"channel":[24],"state":[25],"information":[26],"(CSI),":[27],"invoking":[28],"impractical":[29],"centralized":[30,62,159],"operations.":[31],"Also,":[32],"their":[33],"computations":[34],"depend":[35],"on":[36],"user":[38,144],"population,":[39],"which":[40],"lacks":[41],"scalability":[43],"of":[44,77,86],"size.":[47],"To":[48,95],"this":[49],"end,":[50],"we":[51],"propose":[52],"decentralized":[53,93,152],"and":[54,102],"scalable":[55],"DNN":[56,63,108,122],"architectures.":[57],"We":[58],"interpret":[59],"ideal":[61],"as":[64],"a":[65,107],"nomographic":[66],"function":[67],"that":[68,109,149],"can":[69,135],"be":[70,136],"decomposed":[71],"into":[72,113],"multiple":[73],"component":[74],"DNNs.":[75],"Each":[76],"these":[78,121],"is":[79],"dedicated":[80],"to":[81,91,126,139,158],"processing":[82],"local":[84,111],"CSI":[85,112],"individual":[87,104],"users,":[88,103],"thereby":[89],"leading":[90],"architecture.":[94],"reduce":[96],"coordination":[97],"overheads":[98],"among":[99],"H-AP":[101],"users":[105],"leverage":[106],"compresses":[110],"low-dimensional":[114],"messages":[115],"shared":[116],"with":[117,142,161],"H-AP.":[119],"Since":[120],"modules":[123],"are":[124],"designed":[125],"share":[127],"identical":[128,156],"trainable":[129],"parameters,":[130],"proposed":[132,151],"architecture":[134],"universally":[137],"applied":[138],"various":[140],"configurations":[141],"arbitrary":[143],"populations.":[145],"Numerical":[146],"results":[147],"show":[148],"method":[153],"achieves":[154],"almost":[155],"performance":[157],"schemes":[160],"reduced":[162],"complexity.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2024-10-03T00:00:00"}