{"id":"https://openalex.org/W3169437785","doi":"https://doi.org/10.1109/jiot.2021.3089054","title":"Federated Learning Over Energy Harvesting Wireless Networks","display_name":"Federated Learning Over Energy Harvesting Wireless Networks","publication_year":2021,"publication_date":"2021-06-14","ids":{"openalex":"https://openalex.org/W3169437785","doi":"https://doi.org/10.1109/jiot.2021.3089054","mag":"3169437785"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2021.3089054","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2021.3089054","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2106.08809","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Rami Hamdi","orcid":"https://orcid.org/0000-0001-5795-5148"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]},{"id":"https://openalex.org/I92528248","display_name":"Qatar Foundation","ror":"https://ror.org/01cawbq05","country_code":"QA","type":"funder","lineage":["https://openalex.org/I92528248"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Rami Hamdi","raw_affiliation_strings":["Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar"],"raw_orcid":"https://orcid.org/0000-0001-5795-5148","affiliations":[{"raw_affiliation_string":"Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839","https://openalex.org/I92528248"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mingzhe Chen","orcid":"https://orcid.org/0000-0003-2570-703X"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mingzhe Chen","raw_affiliation_strings":["Princeton University, Princeton, NJ, USA"],"raw_orcid":"https://orcid.org/0000-0003-2570-703X","affiliations":[{"raw_affiliation_string":"Princeton University, Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ahmed Ben Said","orcid":"https://orcid.org/0000-0002-7760-8132"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Ahmed Ben Said","raw_affiliation_strings":["College of Engineering, Qatar University, Doha, Qatar"],"raw_orcid":"https://orcid.org/0000-0002-7760-8132","affiliations":[{"raw_affiliation_string":"College of Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Marwa Qaraqe","orcid":"https://orcid.org/0000-0003-0767-2478"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]},{"id":"https://openalex.org/I92528248","display_name":"Qatar Foundation","ror":"https://ror.org/01cawbq05","country_code":"QA","type":"funder","lineage":["https://openalex.org/I92528248"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Marwa Qaraqe","raw_affiliation_strings":["Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar"],"raw_orcid":"https://orcid.org/0000-0003-0767-2478","affiliations":[{"raw_affiliation_string":"Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839","https://openalex.org/I92528248"]}]},{"author_position":"last","author":{"id":null,"display_name":"H. Vincent Poor","orcid":"https://orcid.org/0000-0002-2062-131X"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"H. Vincent Poor","raw_affiliation_strings":["Princeton University, Princeton, NJ, USA"],"raw_orcid":"https://orcid.org/0000-0002-2062-131X","affiliations":[{"raw_affiliation_string":"Princeton University, Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.3107,"has_fulltext":false,"cited_by_count":68,"citation_normalized_percentile":{"value":0.96392641,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"9","issue":"1","first_page":"92","last_page":"103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.8324000239372253,"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":0.8324000239372253,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.03750000149011612,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.03480000048875809,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/base-station","display_name":"Base station","score":0.6710000038146973},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6654000282287598},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5275999903678894},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5210000276565552},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4867999851703644},{"id":"https://openalex.org/keywords/energy-harvesting","display_name":"Energy harvesting","score":0.4668999910354614},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.45019999146461487},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.37070000171661377},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.364300012588501}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8693000078201294},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.6710000038146973},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6654000282287598},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5379999876022339},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5275999903678894},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5210000276565552},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4867999851703644},{"id":"https://openalex.org/C101518730","wikidata":"https://www.wikidata.org/wiki/Q930236","display_name":"Energy harvesting","level":3,"score":0.4668999910354614},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.45019999146461487},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.415800005197525},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.37070000171661377},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.364300012588501},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.34700000286102295},{"id":"https://openalex.org/C2778002699","wikidata":"https://www.wikidata.org/wiki/Q876057","display_name":"Multi-user","level":2,"score":0.34689998626708984},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.335999995470047},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3174000084400177},{"id":"https://openalex.org/C14961307","wikidata":"https://www.wikidata.org/wiki/Q5377176","display_name":"Energy minimization","level":2,"score":0.31700000166893005},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.31060001254081726},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.3037000000476837},{"id":"https://openalex.org/C182448111","wikidata":"https://www.wikidata.org/wiki/Q7281197","display_name":"Radio resource management","level":4,"score":0.3027999997138977},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.30230000615119934},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.28850001096725464},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.2808000147342682},{"id":"https://openalex.org/C143267671","wikidata":"https://www.wikidata.org/wiki/Q7901856","display_name":"User requirements document","level":2,"score":0.2732999920845032},{"id":"https://openalex.org/C148764684","wikidata":"https://www.wikidata.org/wiki/Q621751","display_name":"Approximation algorithm","level":2,"score":0.25270000100135803}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/jiot.2021.3089054","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2021.3089054","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2106.08809","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2106.08809","pdf_url":"https://arxiv.org/pdf/2106.08809","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:qspace.qu.edu.qa:10576/48315","is_oa":false,"landing_page_url":"http://hdl.handle.net/10576/48315","pdf_url":null,"source":{"id":"https://openalex.org/S4306400014","display_name":"Qatar University QSpace (Qatar University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60342839","host_organization_name":"Qatar University","host_organization_lineage":["https://openalex.org/I60342839"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2106.08809","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2106.08809","pdf_url":"https://arxiv.org/pdf/2106.08809","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5747009750","display_name":null,"funder_award_id":"AICC03-0324-200005","funder_id":"https://openalex.org/F4320332753","funder_display_name":"Qatar National Research Fund"},{"id":"https://openalex.org/G7920959503","display_name":null,"funder_award_id":"CCF-1908308","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332753","display_name":"Qatar National Research Fund","ror":"https://ror.org/01svaqq28"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1423052447","https://openalex.org/W1607569049","https://openalex.org/W1714357736","https://openalex.org/W2039033630","https://openalex.org/W2098126478","https://openalex.org/W2128513990","https://openalex.org/W2129821947","https://openalex.org/W2740601543","https://openalex.org/W2758719879","https://openalex.org/W2798720628","https://openalex.org/W2883059862","https://openalex.org/W2920095265","https://openalex.org/W2921712339","https://openalex.org/W2963318081","https://openalex.org/W2975156709","https://openalex.org/W2981138228","https://openalex.org/W2995974446","https://openalex.org/W3001299093","https://openalex.org/W3006403513","https://openalex.org/W3006919779","https://openalex.org/W3010012151","https://openalex.org/W3010687206","https://openalex.org/W3021654819","https://openalex.org/W3026189672","https://openalex.org/W3034448035","https://openalex.org/W3035990479","https://openalex.org/W3036275239","https://openalex.org/W3036390306","https://openalex.org/W3042621011","https://openalex.org/W3043758338","https://openalex.org/W3045027907","https://openalex.org/W3045289476","https://openalex.org/W3046056026","https://openalex.org/W3046653923","https://openalex.org/W3047584529","https://openalex.org/W3090615085","https://openalex.org/W3109847748","https://openalex.org/W3156841666","https://openalex.org/W3203789000","https://openalex.org/W4210559725","https://openalex.org/W6782747381"],"related_works":[],"abstract_inverted_index":{"In":[0],"this":[1,121],"article,":[2],"the":[3,19,87,98,101,110,113,124,138],"deployment":[4],"of":[5,31,43,103],"federated":[6],"learning":[7],"(FL)":[8],"is":[9,72,76,84,117],"investigated":[10],"in":[11,17,51,67],"an":[12,79],"energy":[13,36,57,61],"harvesting":[14,37],"wireless":[15,70],"network":[16],"which":[18],"base":[20],"stations":[21],"(BSs)":[22],"employs":[23],"massive":[24],"multiple-input\u2013multiple-output":[25],"(MIMO)":[26],"to":[27,49,54,85,151],"serve":[28],"a":[29,40,59,152],"set":[30],"users":[32,44,105],"powered":[33],"by":[34],"independent":[35],"sources.":[38],"Since":[39],"certain":[41],"number":[42,102],"may":[45],"not":[46],"be":[47,129],"able":[48],"participate":[50],"FL":[52,68,88,114,154],"due":[53],"interference":[55],"and":[56,63,106,132,142],"constraints,":[58],"joint":[60],"management":[62],"user":[64,93,107,140,143],"scheduling":[65,141],"problem":[66,75,81,127],"over":[69],"systems":[71],"formulated.":[73],"This":[74],"formulated":[77],"as":[78],"optimization":[80,126],"whose":[82],"goal":[83],"minimize":[86],"training":[89,111,148],"loss":[90,149],"via":[91],"optimizing":[92],"scheduling.":[94],"To":[95],"find":[96],"how":[97],"transmit":[99],"power,":[100],"scheduled":[104],"association,":[108],"affect":[109],"loss,":[112],"convergence":[115],"rate":[116],"first":[118],"analyzed.":[119],"Given":[120],"analytical":[122],"result,":[123],"original":[125],"can":[128,146],"decomposed,":[130],"simplified,":[131],"solved.":[133],"Simulation":[134],"results":[135],"show":[136],"that":[137],"proposed":[139],"association":[144],"algorithm":[145],"reduce":[147],"compared":[150],"standard":[153],"algorithm.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":18}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2021-06-22T00:00:00"}