{"id":"https://openalex.org/W4289656092","doi":"https://doi.org/10.1109/lwc.2022.3196241","title":"Multichannel ALOHA Optimization for Federated Learning With Multiple Models","display_name":"Multichannel ALOHA Optimization for Federated Learning With Multiple Models","publication_year":2022,"publication_date":"2022-08-03","ids":{"openalex":"https://openalex.org/W4289656092","doi":"https://doi.org/10.1109/lwc.2022.3196241"},"language":"en","primary_location":{"id":"doi:10.1109/lwc.2022.3196241","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2022.3196241","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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 Wireless Communications Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Multichannel_ALOHA_Optimization_for_Federated_Learning_With_Multiple_Models/22091399","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008958117","display_name":"Rafael Valente da Silva","orcid":"https://orcid.org/0000-0001-7733-6942"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Rafael Valente da Silva","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Federal University of Santa Catarina, Florian&#x00F3;polis, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-7733-6942","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Federal University of Santa Catarina, Florian&#x00F3;polis, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022303970","display_name":"Jinho Choi","orcid":"https://orcid.org/0000-0002-4895-6680"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jinho Choi","raw_affiliation_strings":["School of Information Technology, Deakin University, Burwood, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0002-4895-6680","affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Burwood, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027907258","display_name":"Jihong Park","orcid":"https://orcid.org/0000-0001-7623-6552"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jihong Park","raw_affiliation_strings":["School of Information Technology, Deakin University, Burwood, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0001-7623-6552","affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Burwood, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018047770","display_name":"Glauber Brante","orcid":"https://orcid.org/0000-0001-6006-4274"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Glauber Brante","raw_affiliation_strings":["CPGEI, Federal University of Technology-Paran&#x00E1;, Curitiba, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-6006-4274","affiliations":[{"raw_affiliation_string":"CPGEI, Federal University of Technology-Paran&#x00E1;, Curitiba, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067391848","display_name":"Richard Demo Souza","orcid":"https://orcid.org/0000-0002-7389-6245"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Richard Demo Souza","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Federal University of Santa Catarina, Florian&#x00F3;polis, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-7389-6245","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Federal University of Santa Catarina, Florian&#x00F3;polis, Brazil","institution_ids":["https://openalex.org/I4104125"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5008958117"],"corresponding_institution_ids":["https://openalex.org/I4104125"],"apc_list":null,"apc_paid":null,"fwci":2.081,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.8882412,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"11","issue":"10","first_page":"2180","last_page":"2184"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9994000196456909,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9993000030517578,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8785408735275269},{"id":"https://openalex.org/keywords/aloha","display_name":"Aloha","score":0.861754298210144},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5649523138999939},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5471455454826355},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5427266955375671},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5282444357872009},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5239981412887573},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.47346821427345276},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.437283456325531},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.42341890931129456},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3548831343650818},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1486457884311676}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8785408735275269},{"id":"https://openalex.org/C2776398200","wikidata":"https://www.wikidata.org/wiki/Q508880","display_name":"Aloha","level":4,"score":0.861754298210144},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5649523138999939},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5471455454826355},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5427266955375671},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5282444357872009},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5239981412887573},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.47346821427345276},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.437283456325531},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.42341890931129456},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3548831343650818},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1486457884311676},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/lwc.2022.3196241","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2022.3196241","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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 Wireless Communications Letters","raw_type":"journal-article"},{"id":"pmh:oai:figshare.com:article/22091399","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Multichannel_ALOHA_Optimization_for_Federated_Learning_With_Multiple_Models/22091399","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/22091399","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Multichannel_ALOHA_Optimization_for_Federated_Learning_With_Multiple_Models/22091399","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1117597068","display_name":null,"funder_award_id":"DP200100391","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G176425008","display_name":null,"funder_award_id":"402378/2021-0","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G2760762640","display_name":null,"funder_award_id":"307226/2021-2","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G5726185915","display_name":null,"funder_award_id":"164300/2021-0","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G8104560750","display_name":null,"funder_award_id":"305021/2021-4","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W88123560","https://openalex.org/W2554031639","https://openalex.org/W2798823828","https://openalex.org/W2920095265","https://openalex.org/W2975156709","https://openalex.org/W2995974446","https://openalex.org/W3045638580","https://openalex.org/W3090615085","https://openalex.org/W3129336662","https://openalex.org/W3132218710","https://openalex.org/W4205094368","https://openalex.org/W4226479456","https://openalex.org/W4246520098","https://openalex.org/W4297687186","https://openalex.org/W4298980333","https://openalex.org/W6766767561"],"related_works":["https://openalex.org/W3096989448","https://openalex.org/W3107843154","https://openalex.org/W4366501345","https://openalex.org/W2105128603","https://openalex.org/W2373838515","https://openalex.org/W1996652759","https://openalex.org/W3090994729","https://openalex.org/W2020802031","https://openalex.org/W2093360341","https://openalex.org/W3023940508"],"abstract_inverted_index":{"Large-scale":[0],"wireless":[1,57,111],"sensor":[2],"networks":[3,26],"are":[4,82,89],"instrumental":[5],"for":[6],"several":[7],"Internet":[8],"of":[9,30,45,56,75,94,129],"Things":[10],"(IoT)":[11],"applications":[12],"involving":[13],"data":[14,21],"analytics":[15],"and":[16,103,123],"machine":[17,34,47],"learning.":[18],"The":[19,118],"huge":[20],"volume":[22],"generated":[23],"by":[24],"such":[25,64],"imposes":[27],"a":[28,42,100,114],"change":[29],"paradigm":[31],"from":[32],"centralized":[33],"learning":[35],"to":[36,109],"decentralized.":[37],"Federated":[38],"Learning":[39],"(FL)":[40],"is":[41],"well-known":[43],"type":[44],"decentralized":[46],"learning,":[48],"whose":[49],"efficiency":[50],"heavily":[51],"depends":[52],"on":[53],"the":[54,72,92],"use":[55],"communication":[58],"resources.":[59],"Random":[60],"Access":[61],"(RA)":[62],"protocols,":[63],"as":[65],"ALOHA,":[66],"despite":[67],"their":[68],"simplicity,":[69],"can":[70],"improve":[71],"convergence":[73,130],"time":[74],"FL":[76,101],"systems":[77],"if":[78],"multiple":[79],"orthogonal":[80],"channels":[81],"used.":[83],"This":[84],"letter":[85],"considers":[86],"that":[87],"devices":[88],"involved":[90],"in":[91,99,113,127],"optimization":[93],"more":[95],"than":[96],"one":[97],"model":[98],"system,":[102],"then":[104],"proposes":[105],"an":[106],"optimum":[107],"method":[108,120],"allocate":[110],"resources":[112],"multi-channel":[115],"ALOHA":[116],"setup.":[117],"proposed":[119],"outperforms":[121],"uniform":[122],"fully-shared":[124],"channel":[125],"allocations":[126],"terms":[128],"time.":[131]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
