{"id":"https://openalex.org/W4386124485","doi":"https://doi.org/10.1109/lcomm.2023.3308334","title":"Federated K-Means Clustering for Adaptive OFDM-IM","display_name":"Federated K-Means Clustering for Adaptive OFDM-IM","publication_year":2023,"publication_date":"2023-08-24","ids":{"openalex":"https://openalex.org/W4386124485","doi":"https://doi.org/10.1109/lcomm.2023.3308334"},"language":"en","primary_location":{"id":"doi:10.1109/lcomm.2023.3308334","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2023.3308334","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":"Xueyu Wu","orcid":"https://orcid.org/0000-0002-5446-1641"},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xueyu Wu","raw_affiliation_strings":["School of Physics, Engineering and Technology, University of York, York, U.K"],"raw_orcid":"https://orcid.org/0000-0002-5446-1641","affiliations":[{"raw_affiliation_string":"School of Physics, Engineering and Technology, University of York, York, U.K","institution_ids":["https://openalex.org/I52099693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048789717","display_name":"Andy M. Tyrrell","orcid":"https://orcid.org/0000-0002-8533-2404"},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andy M. Tyrrell","raw_affiliation_strings":["School of Physics, Engineering and Technology, University of York, York, U.K"],"raw_orcid":"https://orcid.org/0000-0002-8533-2404","affiliations":[{"raw_affiliation_string":"School of Physics, Engineering and Technology, University of York, York, U.K","institution_ids":["https://openalex.org/I52099693"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006146719","display_name":"Youngwook Ko","orcid":"https://orcid.org/0000-0002-0199-652X"},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Youngwook Ko","raw_affiliation_strings":["School of Physics, Engineering and Technology, University of York, York, U.K"],"raw_orcid":"https://orcid.org/0000-0002-0199-652X","affiliations":[{"raw_affiliation_string":"School of Physics, Engineering and Technology, University of York, York, U.K","institution_ids":["https://openalex.org/I52099693"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I52099693"],"apc_list":null,"apc_paid":null,"fwci":0.1161,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.41166695,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"27","issue":"10","first_page":"2648","last_page":"2651"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9998999834060669,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9998999834060669,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9901000261306763,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9894000291824341,"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/computer-science","display_name":"Computer science","score":0.838924765586853},{"id":"https://openalex.org/keywords/orthogonal-frequency-division-multiplexing","display_name":"Orthogonal frequency-division multiplexing","score":0.7988077402114868},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6659693717956543},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6309329867362976},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5428675413131714},{"id":"https://openalex.org/keywords/distributed-learning","display_name":"Distributed learning","score":0.4647046625614166},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4162617325782776},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4137709140777588},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.2632903456687927},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2434251308441162},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.22171944379806519},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.21436184644699097}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.838924765586853},{"id":"https://openalex.org/C40409654","wikidata":"https://www.wikidata.org/wiki/Q375889","display_name":"Orthogonal frequency-division multiplexing","level":3,"score":0.7988077402114868},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6659693717956543},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6309329867362976},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5428675413131714},{"id":"https://openalex.org/C2779582901","wikidata":"https://www.wikidata.org/wiki/Q21013010","display_name":"Distributed learning","level":2,"score":0.4647046625614166},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4162617325782776},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4137709140777588},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.2632903456687927},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2434251308441162},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.22171944379806519},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.21436184644699097},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/lcomm.2023.3308334","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2023.3308334","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"},{"id":"pmh:oai:eprints.whiterose.ac.uk:202521","is_oa":false,"landing_page_url":"https://orcid.org/0000-0002-8533-2404>","pdf_url":null,"source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2025052910","https://openalex.org/W2530417694","https://openalex.org/W2907154922","https://openalex.org/W2964505494","https://openalex.org/W3006426012","https://openalex.org/W3033403733","https://openalex.org/W3046720024","https://openalex.org/W3101718285","https://openalex.org/W3169313989","https://openalex.org/W3189654197","https://openalex.org/W4318619660","https://openalex.org/W6728757088"],"related_works":["https://openalex.org/W2792339401","https://openalex.org/W2530747331","https://openalex.org/W2125564215","https://openalex.org/W3097525855","https://openalex.org/W2517776947","https://openalex.org/W1986382998","https://openalex.org/W2084482193","https://openalex.org/W2063393180","https://openalex.org/W2310122400","https://openalex.org/W2212019768"],"abstract_inverted_index":{"In":[0],"this":[1],"letter,":[2],"a":[3,24,52,76],"new":[4],"federated":[5],"learning":[6,29],"strategy":[7,39,61],"for":[8,79],"k-means":[9],"clustering":[10],"assisted":[11],"adaptive":[12],"orthogonal":[13],"frequency":[14],"division":[15],"multiplexing":[16],"with":[17,75],"index":[18],"modulation":[19],"(OFDM-IM)":[20],"system,":[21],"which":[22],"develops":[23],"global":[25],"model":[26,80],"using":[27],"local":[28],"outcomes":[30],"aggregated":[31],"from":[32],"distributed":[33,53],"devices,":[34],"is":[35],"proposed.":[36],"The":[37],"proposed":[38,60],"aims":[40],"to":[41],"efficiently":[42],"leverage":[43],"the":[44,49,59,63,73],"computing":[45],"power":[46],"of":[47],"all":[48],"devices":[50],"in":[51],"system.":[54],"Simulation":[55],"results":[56],"show":[57],"that":[58],"reduces":[62],"training":[64],"steps":[65],"required":[66],"at":[67],"each":[68],"device":[69],"and":[70,82],"simultaneously":[71],"improve":[72],"throughput,":[74],"federation":[77],"cost":[78],"aggregation":[81],"broadcast.":[83]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
