{"id":"https://openalex.org/W4322577689","doi":"https://doi.org/10.1109/cscn57023.2022.10051015","title":"Performance Evaluation of Federated Learning in Intelligent Wireless Receivers","display_name":"Performance Evaluation of Federated Learning in Intelligent Wireless Receivers","publication_year":2022,"publication_date":"2022-11-28","ids":{"openalex":"https://openalex.org/W4322577689","doi":"https://doi.org/10.1109/cscn57023.2022.10051015"},"language":"en","primary_location":{"id":"doi:10.1109/cscn57023.2022.10051015","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cscn57023.2022.10051015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Conference on Standards for Communications and Networking (CSCN)","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/A5031226537","display_name":"Maen Mallah","orcid":null},"institutions":[{"id":"https://openalex.org/I1296127346","display_name":"Broadcom (Israel)","ror":"https://ror.org/01jsrac29","country_code":"IL","type":"company","lineage":["https://openalex.org/I1296127346","https://openalex.org/I4210127325"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Maen Mallah","raw_affiliation_strings":["Fraunofer IIS,Dept. Broadband and Broadcast,Erlangen,Germany","Dept. Broadband and Broadcast, Fraunofer IIS, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunofer IIS,Dept. Broadband and Broadcast,Erlangen,Germany","institution_ids":["https://openalex.org/I1296127346"]},{"raw_affiliation_string":"Dept. Broadband and Broadcast, Fraunofer IIS, Erlangen, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112898485","display_name":"\u00d6mer Karakas","orcid":null},"institutions":[{"id":"https://openalex.org/I1296127346","display_name":"Broadcom (Israel)","ror":"https://ror.org/01jsrac29","country_code":"IL","type":"company","lineage":["https://openalex.org/I1296127346","https://openalex.org/I4210127325"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"\u00d6mer Karakas","raw_affiliation_strings":["Fraunofer IIS,Dept. Broadband and Broadcast,Erlangen,Germany","Dept. Broadband and Broadcast, Fraunofer IIS, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunofer IIS,Dept. Broadband and Broadcast,Erlangen,Germany","institution_ids":["https://openalex.org/I1296127346"]},{"raw_affiliation_string":"Dept. Broadband and Broadcast, Fraunofer IIS, Erlangen, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019351757","display_name":"Mehdi Harounabadi","orcid":"https://orcid.org/0000-0003-3327-6735"},"institutions":[{"id":"https://openalex.org/I1296127346","display_name":"Broadcom (Israel)","ror":"https://ror.org/01jsrac29","country_code":"IL","type":"company","lineage":["https://openalex.org/I1296127346","https://openalex.org/I4210127325"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Mehdi Harounabadi","raw_affiliation_strings":["Fraunofer IIS,Dept. Broadband and Broadcast,Erlangen,Germany","Dept. Broadband and Broadcast, Fraunofer IIS, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunofer IIS,Dept. Broadband and Broadcast,Erlangen,Germany","institution_ids":["https://openalex.org/I1296127346"]},{"raw_affiliation_string":"Dept. Broadband and Broadcast, Fraunofer IIS, Erlangen, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5031226537"],"corresponding_institution_ids":["https://openalex.org/I1296127346"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20195433,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"210","last_page":"210"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9976999759674072,"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"}},"topics":[{"id":"https://openalex.org/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9976999759674072,"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":0.9840999841690063,"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":0.975600004196167,"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":0.8213001489639282},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.7889504432678223},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.7549954652786255},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5935363173484802},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5603814125061035},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5198019742965698},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5093570947647095},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5069670677185059},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5002248287200928},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4397934079170227},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4384785294532776},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3545873761177063},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3452926278114319},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33240944147109985},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.187281996011734},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11050093173980713}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8213001489639282},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.7889504432678223},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.7549954652786255},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5935363173484802},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5603814125061035},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5198019742965698},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5093570947647095},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5069670677185059},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5002248287200928},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4397934079170227},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4384785294532776},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3545873761177063},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3452926278114319},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33240944147109985},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.187281996011734},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11050093173980713},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscn57023.2022.10051015","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cscn57023.2022.10051015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Conference on Standards for Communications and Networking (CSCN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W2388464034","https://openalex.org/W4223488648","https://openalex.org/W2533125852","https://openalex.org/W2140460949","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W4389340727","https://openalex.org/W2105580438","https://openalex.org/W4205786897"],"abstract_inverted_index":{"In":[0,80],"the":[1,7,19,32,38,64,119],"next":[2],"generation":[3],"of":[4,9,31,42,55,60,66,106,116,134],"mobile":[5,43],"networks,":[6],"task":[8],"Machine":[10],"Learning":[11,47,93],"(ML)":[12],"model":[13],"training":[14],"can":[15],"be":[16,78],"allocated":[17],"to":[18,77,89,118],"end":[20],"user":[21],"devices":[22],"taking":[23],"into":[24],"account":[25],"their":[26,73],"increasing":[27],"processing":[28],"capabilities.":[29],"One":[30],"approaches":[33],"which":[34],"is":[35,45,85,98,114],"foreseen":[36],"for":[37,104],"6th":[39],"Generation":[40],"(6G)":[41],"networks":[44],"Federated":[46],"(FL).":[48],"It":[49],"has":[50],"several":[51],"benefits":[52],"in":[53,100],"terms":[54],"overhead":[56],"reduction,":[57],"and":[58,72,87],"offloading":[59],"cloud":[61],"servers.":[62],"However,":[63],"performance":[65,84],"trained":[67],"ML":[68,97],"models":[69],"through":[70],"FL":[71,83,113,130],"convergence":[74],"time":[75],"need":[76],"studied.":[79],"this":[81],"paper,":[82],"evaluated":[86],"compared":[88],"a":[90,126],"conventional":[91],"Centralized":[92],"(CL)":[94],"approach.":[95],"The":[96,109],"applied":[99],"intelligent":[101],"wireless":[102],"receivers":[103],"equalization":[105],"received":[107],"signals.":[108],"results":[110],"show":[111],"that":[112],"capable":[115],"converging":[117],"same":[120],"accuracy":[121],"as":[122],"CL":[123],"but":[124],"needs":[125],"longer":[127],"time.":[128],"Besides,":[129],"shows":[131],"significant":[132],"reduction":[133],"transmission":[135],"overhead.":[136]},"counts_by_year":[],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}
