{"id":"https://openalex.org/W4385489083","doi":"https://doi.org/10.1109/icasspw59220.2023.10193196","title":"A Momentum-Based Wireless Federated Learning Acceleration With Distributed Principle Decomposition","display_name":"A Momentum-Based Wireless Federated Learning Acceleration With Distributed Principle Decomposition","publication_year":2023,"publication_date":"2023-06-04","ids":{"openalex":"https://openalex.org/W4385489083","doi":"https://doi.org/10.1109/icasspw59220.2023.10193196"},"language":"en","primary_location":{"id":"doi:10.1109/icasspw59220.2023.10193196","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icasspw59220.2023.10193196","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","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/A5102850806","display_name":"Yanjie Dong","orcid":"https://orcid.org/0000-0002-5461-4951"},"institutions":[{"id":"https://openalex.org/I4210152380","display_name":"Shenzhen Technology University","ror":"https://ror.org/04qzpec27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152380"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanjie Dong","raw_affiliation_strings":["Shenzhen MSU-BIT Univ"],"affiliations":[{"raw_affiliation_string":"Shenzhen MSU-BIT Univ","institution_ids":["https://openalex.org/I4210152380"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052149009","display_name":"Luya Wang","orcid":"https://orcid.org/0000-0001-6092-0720"},"institutions":[{"id":"https://openalex.org/I4210152380","display_name":"Shenzhen Technology University","ror":"https://ror.org/04qzpec27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152380"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Luya Wang","raw_affiliation_strings":["Shenzhen MSU-BIT Univ"],"affiliations":[{"raw_affiliation_string":"Shenzhen MSU-BIT Univ","institution_ids":["https://openalex.org/I4210152380"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011136286","display_name":"Yuanfang Chi","orcid":"https://orcid.org/0000-0002-8525-3212"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]},{"id":"https://openalex.org/I4210139194","display_name":"Universidad Braulio Carrillo","ror":"https://ror.org/041zaaf26","country_code":"CR","type":"education","lineage":["https://openalex.org/I4210139194"]}],"countries":["CA","CR"],"is_corresponding":false,"raw_author_name":"Yuanfang Chi","raw_affiliation_strings":["UBC"],"affiliations":[{"raw_affiliation_string":"UBC","institution_ids":["https://openalex.org/I4210139194","https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007941489","display_name":"Xiping Hu","orcid":"https://orcid.org/0000-0002-4952-699X"},"institutions":[{"id":"https://openalex.org/I4210129059","display_name":"The Behavioural Insights Team","ror":"https://ror.org/03mk5b468","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210129059"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xiping Hu","raw_affiliation_strings":["BIT"],"affiliations":[{"raw_affiliation_string":"BIT","institution_ids":["https://openalex.org/I4210129059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100458455","display_name":"Haijun Zhang","orcid":"https://orcid.org/0000-0002-0236-6482"},"institutions":[{"id":"https://openalex.org/I4210129059","display_name":"The Behavioural Insights Team","ror":"https://ror.org/03mk5b468","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210129059"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Haijun Zhang","raw_affiliation_strings":["BIT"],"affiliations":[{"raw_affiliation_string":"BIT","institution_ids":["https://openalex.org/I4210129059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100420016","display_name":"F. Richard Yu","orcid":"https://orcid.org/0000-0003-1006-7594"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Richard Yu","raw_affiliation_strings":["Univ. of Science and Technology,Beijing","Univ. of Science and Technology, Beijing"],"affiliations":[{"raw_affiliation_string":"Univ. of Science and Technology,Beijing","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"Univ. of Science and Technology, Beijing","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035919267","display_name":"Victor C. M. Leung","orcid":"https://orcid.org/0000-0003-3529-2640"},"institutions":[{"id":"https://openalex.org/I4210152380","display_name":"Shenzhen Technology University","ror":"https://ror.org/04qzpec27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152380"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Victor C. M. Leung","raw_affiliation_strings":["Shenzhen MSU-BIT Univ"],"affiliations":[{"raw_affiliation_string":"Shenzhen MSU-BIT Univ","institution_ids":["https://openalex.org/I4210152380"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5102850806"],"corresponding_institution_ids":["https://openalex.org/I4210152380"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0878525,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9994999766349792,"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":0.9994999766349792,"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":0.998199999332428,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9976000189781189,"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":0.6933431625366211},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.6017841696739197},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.6010638475418091},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5588583946228027},{"id":"https://openalex.org/keywords/momentum","display_name":"Momentum (technical analysis)","score":0.5545298457145691},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3754758834838867},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3430440127849579},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2576306462287903},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16393345594406128},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.09984686970710754},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.0744270384311676}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6933431625366211},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.6017841696739197},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.6010638475418091},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5588583946228027},{"id":"https://openalex.org/C60718061","wikidata":"https://www.wikidata.org/wiki/Q1414747","display_name":"Momentum (technical analysis)","level":2,"score":0.5545298457145691},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3754758834838867},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3430440127849579},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2576306462287903},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16393345594406128},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.09984686970710754},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0744270384311676},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icasspw59220.2023.10193196","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icasspw59220.2023.10193196","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320325571","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70"},{"id":"https://openalex.org/F4320330944","display_name":"Nature","ror":null},{"id":"https://openalex.org/F4320334971","display_name":"Science and Engineering Research Council","ror":"https://ror.org/00zgdb249"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W595252221","https://openalex.org/W2095846217","https://openalex.org/W2907379776","https://openalex.org/W2962814013","https://openalex.org/W2963773265","https://openalex.org/W2966325922","https://openalex.org/W2969343398","https://openalex.org/W2969750416","https://openalex.org/W2981138228","https://openalex.org/W2999074226","https://openalex.org/W3004277316","https://openalex.org/W3006919779","https://openalex.org/W3016207298","https://openalex.org/W3036814563","https://openalex.org/W3088234149","https://openalex.org/W3093828967","https://openalex.org/W3098486933","https://openalex.org/W3108590825","https://openalex.org/W3111192549","https://openalex.org/W3113024443","https://openalex.org/W3171911436","https://openalex.org/W3202820162","https://openalex.org/W3212053965","https://openalex.org/W4285607018","https://openalex.org/W6674733807","https://openalex.org/W6751961731","https://openalex.org/W6780517973"],"related_works":["https://openalex.org/W2565094479","https://openalex.org/W2390829436","https://openalex.org/W1989791859","https://openalex.org/W602859758","https://openalex.org/W2006439817","https://openalex.org/W1971289376","https://openalex.org/W2379101322","https://openalex.org/W1992553864","https://openalex.org/W2776207444","https://openalex.org/W2726447019"],"abstract_inverted_index":{"In":[0],"the":[1,25,30,35,50,55,63,79,83,86,91,95,100,106,115,119,124],"uplink":[2,36],"period":[3],"of":[4,27,57,85,102,118],"wireless":[5,21,28],"federated":[6,87],"learning":[7,88],"(WFL),":[8],"multiple":[9],"workers":[10],"frequently":[11],"upload":[12],"uncoded":[13],"training":[14,59,65,84],"information":[15],"to":[16,24,48,77,113],"a":[17,67],"server":[18],"via":[19],"orthogonal":[20],"channels.":[22],"Due":[23],"scarcity":[26],"spectrum,":[29],"communication":[31,51,80],"bottleneck":[32,52],"appears":[33],"during":[34],"transmission.":[37],"A":[38],"one-shot":[39],"distributed":[40],"principle":[41],"component":[42],"analysis":[43],"(PCA)":[44],"method":[45],"is":[46,75],"leveraged":[47],"relieve":[49],"by":[53],"reducing":[54],"dimension":[56],"uploaded":[58],"information.":[60],"Based":[61],"on":[62,105],"low-dimensional":[64],"information,":[66],"Nesterov\u2019s":[68],"momentum":[69],"accelerated":[70],"WFL":[71],"algorithm":[72,122],"(i.e.,":[73],"PCA-AWFL)":[74],"proposed":[76,120],"reduce":[78],"rounds":[81],"for":[82],"system.":[89],"For":[90],"non-convex":[92],"loss":[93],"functions,":[94],"finite-time":[96],"convergence":[97],"rate":[98],"quantifies":[99],"impacts":[101],"system":[103],"hyperparameters":[104],"PCA-AWFL":[107,121],"algorithm.":[108],"Numerical":[109],"results":[110],"are":[111],"used":[112],"demonstrate":[114],"performance":[116],"improvement":[117],"over":[123],"benchmarks.":[125]},"counts_by_year":[],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}
