{"id":"https://openalex.org/W4391877706","doi":"https://doi.org/10.1109/comsnets59351.2024.10426910","title":"Federated Learning for Wireless Applications: A Prototype","display_name":"Federated Learning for Wireless Applications: A Prototype","publication_year":2024,"publication_date":"2024-01-03","ids":{"openalex":"https://openalex.org/W4391877706","doi":"https://doi.org/10.1109/comsnets59351.2024.10426910"},"language":"en","primary_location":{"id":"doi:10.1109/comsnets59351.2024.10426910","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets59351.2024.10426910","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 16th International Conference on COMmunication Systems &amp; NETworkS (COMSNETS)","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/A5093510025","display_name":"Varun Laxman Muttepawar","orcid":null},"institutions":[{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Varun Laxman Muttepawar","raw_affiliation_strings":["Indraprastha Institute of Information Technology Delhi,India","Indraprastha Institute of Information Technology Delhi, India"],"affiliations":[{"raw_affiliation_string":"Indraprastha Institute of Information Technology Delhi,India","institution_ids":["https://openalex.org/I119939252"]},{"raw_affiliation_string":"Indraprastha Institute of Information Technology Delhi, India","institution_ids":["https://openalex.org/I119939252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111936227","display_name":"A. Mehra","orcid":null},"institutions":[{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arjun Mehra","raw_affiliation_strings":["Indraprastha Institute of Information Technology Delhi,India","Indraprastha Institute of Information Technology Delhi, India"],"affiliations":[{"raw_affiliation_string":"Indraprastha Institute of Information Technology Delhi,India","institution_ids":["https://openalex.org/I119939252"]},{"raw_affiliation_string":"Indraprastha Institute of Information Technology Delhi, India","institution_ids":["https://openalex.org/I119939252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092277252","display_name":"Zubair Shaban","orcid":"https://orcid.org/0009-0007-2796-3949"},"institutions":[{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Zubair Shaban","raw_affiliation_strings":["Indraprastha Institute of Information Technology Delhi,India","Indraprastha Institute of Information Technology Delhi, India"],"affiliations":[{"raw_affiliation_string":"Indraprastha Institute of Information Technology Delhi,India","institution_ids":["https://openalex.org/I119939252"]},{"raw_affiliation_string":"Indraprastha Institute of Information Technology Delhi, India","institution_ids":["https://openalex.org/I119939252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064173467","display_name":"Ranjitha Prasad","orcid":"https://orcid.org/0000-0002-2649-7882"},"institutions":[{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ranjitha Prasad","raw_affiliation_strings":["Indraprastha Institute of Information Technology Delhi,India","Indraprastha Institute of Information Technology Delhi, India"],"affiliations":[{"raw_affiliation_string":"Indraprastha Institute of Information Technology Delhi,India","institution_ids":["https://openalex.org/I119939252"]},{"raw_affiliation_string":"Indraprastha Institute of Information Technology Delhi, India","institution_ids":["https://openalex.org/I119939252"]}]},{"author_position":"last","author":{"id":null,"display_name":"J. Harshan","orcid":null},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"J. Harshan","raw_affiliation_strings":["Indian Institute of Technology Delhi,India","Indian Institute of Technology Delhi, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Delhi,India","institution_ids":["https://openalex.org/I68891433"]},{"raw_affiliation_string":"Indian Institute of Technology Delhi, India","institution_ids":["https://openalex.org/I68891433"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5093510025"],"corresponding_institution_ids":["https://openalex.org/I119939252"],"apc_list":null,"apc_paid":null,"fwci":0.669,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.71953271,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"300","last_page":"302"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9983999729156494,"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":0.9983999729156494,"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/T10237","display_name":"Cryptography and Data Security","score":0.9941999912261963,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9732000231742859,"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":0.7161445617675781},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.561724841594696},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.19663387537002563}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7161445617675781},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.561724841594696},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.19663387537002563}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/comsnets59351.2024.10426910","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets59351.2024.10426910","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 16th International Conference on COMmunication Systems &amp; NETworkS (COMSNETS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320325255","display_name":"Ministry of Electronics and Information technology","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W3006919779","https://openalex.org/W3121861147","https://openalex.org/W4318619660","https://openalex.org/W4402835471","https://openalex.org/W6728757088"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"Wireless":[0],"embedded":[1],"edge":[2,54],"devices":[3,38],"are":[4],"ubiquitous":[5],"in":[6,33,44],"our":[7],"daily":[8],"lives,":[9],"enabling":[10],"them":[11],"to":[12,27,55,64,85,101,127,134,138],"gather":[13],"immense":[14],"data":[15,167],"via":[16],"onboard":[17],"sensors":[18],"and":[19,68,116,158,169],"mobile":[20],"applications.":[21],"This":[22],"offers":[23],"an":[24],"amazing":[25],"opportunity":[26],"train":[28],"machine":[29],"learning":[30],"(ML)":[31],"models":[32,43],"the":[34,53,86,89,146],"realm":[35],"of":[36,88,114,148,164],"wireless":[37,46,107],"for":[39],"decision-making.":[40],"Training":[41],"ML":[42,131],"a":[45,56,81,98,110,122,135,140],"setting":[47],"necessitates":[48],"transmitting":[49],"datasets":[50],"collected":[51],"at":[52],"cloud":[57],"parameter":[58],"server,":[59],"which":[60],"is":[61],"infeasible":[62],"due":[63],"bandwidth":[65],"constraints,":[66],"security,":[67],"privacy":[69],"issues.":[70],"To":[71],"tackle":[72],"these":[73],"challenges,":[74],"Federated":[75],"Learning":[76],"(FL)":[77],"has":[78],"emerged":[79],"as":[80,154],"distributed":[82],"optimization":[83],"approach":[84],"decentralization":[87],"model":[90,132,156],"training":[91],"process.":[92],"In":[93],"this":[94,149],"work,":[95],"we":[96,120],"present":[97],"novel":[99,111],"prototype":[100,150],"examine":[102],"FL's":[103],"effectiveness":[104],"over":[105],"bandwidth-constrained":[106],"channels.":[108],"Through":[109],"design":[112],"consisting":[113],"Zigbee":[115],"NI":[117],"USRP":[118],"devices,":[119],"propose":[121],"configuration":[123],"that":[124],"allows":[125],"clients":[126],"broadcast":[128],"synergistically":[129],"local":[130,170],"updates":[133],"central":[136],"server":[137],"obtain":[139],"generalized":[141],"global":[142,155],"model.":[143],"We":[144],"assess":[145],"efficacy":[147],"using":[151],"metrics":[152],"such":[153],"accuracy":[157],"time":[159],"complexity":[160],"under":[161],"varying":[162],"conditions":[163],"transmission":[165],"power,":[166],"heterogeneity":[168],"learning.":[171]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
