{"id":"https://openalex.org/W4386260387","doi":"https://doi.org/10.1109/infocomwkshps57453.2023.10225859","title":"Automatic Modulation Classification Based on Decentralized Learning and Model Averaging","display_name":"Automatic Modulation Classification Based on Decentralized Learning and Model Averaging","publication_year":2023,"publication_date":"2023-05-20","ids":{"openalex":"https://openalex.org/W4386260387","doi":"https://doi.org/10.1109/infocomwkshps57453.2023.10225859"},"language":"en","primary_location":{"id":"doi:10.1109/infocomwkshps57453.2023.10225859","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/infocomwkshps57453.2023.10225859","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101630811","display_name":"Yunhe Xu","orcid":"https://orcid.org/0009-0002-0641-0417"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunhe Xu","raw_affiliation_strings":["College of Telecommunications and Information Engineering, NJUPT,Nanjing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Telecommunications and Information Engineering, NJUPT,Nanjing,China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102874092","display_name":"Min Ma","orcid":"https://orcid.org/0000-0002-1415-6108"},"institutions":[{"id":"https://openalex.org/I4210164796","display_name":"Nanjing Polytechnic Institute","ror":"https://ror.org/05tt6m403","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210164796"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Ma","raw_affiliation_strings":["Nanjing Vocational College of Information Technology, Nanjing,Nanjing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing Vocational College of Information Technology, Nanjing,Nanjing,China","institution_ids":["https://openalex.org/I4210164796"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036456471","display_name":"Xue Fu","orcid":"https://orcid.org/0000-0001-9518-4081"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xue Fu","raw_affiliation_strings":["College of Telecommunications and Information Engineering, NJUPT,Nanjing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Telecommunications and Information Engineering, NJUPT,Nanjing,China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017851308","display_name":"Yu Wang","orcid":"https://orcid.org/0000-0001-7763-4261"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Wang","raw_affiliation_strings":["College of Telecommunications and Information Engineering, NJUPT,Nanjing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Telecommunications and Information Engineering, NJUPT,Nanjing,China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027367677","display_name":"Guan Gui","orcid":"https://orcid.org/0000-0003-3888-2881"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guan Gui","raw_affiliation_strings":["College of Telecommunications and Information Engineering, NJUPT,Nanjing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Telecommunications and Information Engineering, NJUPT,Nanjing,China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016337773","display_name":"Tomoaki Ohtsuki","orcid":"https://orcid.org/0000-0003-3961-1426"},"institutions":[{"id":"https://openalex.org/I203951103","display_name":"Keio University","ror":"https://ror.org/02kn6nx58","country_code":"JP","type":"education","lineage":["https://openalex.org/I203951103"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomoaki Ohtsuki","raw_affiliation_strings":["Keio University,Department of Information and Computer Science,Yokohma,Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Keio University,Department of Information and Computer Science,Yokohma,Japan","institution_ids":["https://openalex.org/I203951103"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","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/T12131","display_name":"Wireless Signal Modulation Classification","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/T10891","display_name":"Radar Systems and Signal Processing","score":0.9337999820709229,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12946","display_name":"Fractal and DNA sequence analysis","score":0.929099977016449,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6558101773262024},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.655773401260376},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40999478101730347},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.350807249546051},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07076811790466309}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6558101773262024},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.655773401260376},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40999478101730347},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.350807249546051},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07076811790466309},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infocomwkshps57453.2023.10225859","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/infocomwkshps57453.2023.10225859","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1484094384","https://openalex.org/W1839281361","https://openalex.org/W1972973610","https://openalex.org/W1988790447","https://openalex.org/W2005956500","https://openalex.org/W2010310716","https://openalex.org/W2125242600","https://openalex.org/W2130014182","https://openalex.org/W2138302120","https://openalex.org/W2194775991","https://openalex.org/W2342475147","https://openalex.org/W2599344395","https://openalex.org/W2734408173","https://openalex.org/W2769483473","https://openalex.org/W2773170971","https://openalex.org/W2807731816","https://openalex.org/W2959655745","https://openalex.org/W3000943722","https://openalex.org/W3003174479","https://openalex.org/W3013935691","https://openalex.org/W3049287738","https://openalex.org/W3163398534","https://openalex.org/W4226327168","https://openalex.org/W6680748266","https://openalex.org/W6735630228"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Automatic":[0],"modulation":[1,11],"classification":[2,26,139],"(AMC)":[3],"is":[4,55,109],"a":[5,94],"promising":[6],"technology":[7],"to":[8,71,85,141],"identify":[9],"the":[10,14,24,72,101],"mode":[12],"of":[13,28,97],"received":[15],"signal":[16],"in":[17,107],"non-cooperative":[18],"communication":[19],"scenarios.":[20],"Recently,":[21],"benefitting":[22],"from":[23],"outstanding":[25],"performance":[27,140],"deep":[29,33],"learning":[30,123],"(DL),":[31],"various":[32],"neural":[34],"networks":[35],"(DNNs)":[36],"have":[37],"been":[38],"introduced":[39],"into":[40],"AMC":[41,45,118,134],"methods.":[42],"Most":[43],"current":[44],"methods":[46],"are":[47],"based":[48,120],"on":[49,121],"local":[50,65],"framework":[51,61],"(LocalAMC)":[52],"where":[53,63],"there":[54],"only":[56,73],"one":[57,74],"device,":[58],"or":[59],"centralized":[60],"(CentAMC)":[62],"multiple":[64],"devices":[66],"(LDs)":[67],"upload":[68],"their":[69],"data":[70,87,103,149],"central":[75],"server":[76],"(CS).":[77],"LocalAMC":[78],"may":[79],"not":[80],"get":[81],"ideal":[82],"results":[83,129],"due":[84],"insufficient":[86],"and":[88,100,147],"finite":[89],"computational":[90],"power.":[91],"CentAMC":[92,142],"carries":[93],"significant":[95],"risk":[96],"privacy":[98],"leakage":[99],"final":[102],"for":[104],"training":[105,145],"model":[106],"CS":[108],"quite":[110],"massive.":[111],"In":[112],"this":[113],"paper,":[114],"we":[115],"propose":[116],"an":[117],"method":[119,136],"decentralized":[122,133],"with":[124],"residual":[125],"network":[126],"(ResNet).":[127],"Simulation":[128],"show":[130],"that":[131],"ResNet-based":[132],"(DecentAMC)":[135],"achieves":[137],"similar":[138],"while":[143],"improving":[144],"efficiency":[146],"protecting":[148],"privacy.":[150]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
