{"id":"https://openalex.org/W4382395545","doi":"https://doi.org/10.1145/3586209.3591399","title":"Approximate Wireless Communication for Federated Learning","display_name":"Approximate Wireless Communication for Federated Learning","publication_year":2023,"publication_date":"2023-06-01","ids":{"openalex":"https://openalex.org/W4382395545","doi":"https://doi.org/10.1145/3586209.3591399"},"language":"en","primary_location":{"id":"doi:10.1145/3586209.3591399","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3586209.3591399","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3586209.3591399","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 ACM Workshop on Wireless Security and Machine Learning","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3586209.3591399","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101920794","display_name":"Xiang Ma","orcid":"https://orcid.org/0000-0003-0401-7101"},"institutions":[{"id":"https://openalex.org/I121980950","display_name":"Utah State University","ror":"https://ror.org/00h6set76","country_code":"US","type":"education","lineage":["https://openalex.org/I121980950"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xiang Ma","raw_affiliation_strings":["Utah State University, Logan, UT, USA"],"affiliations":[{"raw_affiliation_string":"Utah State University, Logan, UT, USA","institution_ids":["https://openalex.org/I121980950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068479157","display_name":"Haijian Sun","orcid":"https://orcid.org/0000-0002-0680-147X"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haijian Sun","raw_affiliation_strings":["University of Georgia, Athens, GA, USA"],"affiliations":[{"raw_affiliation_string":"University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057118326","display_name":"Rose Qingyang Hu","orcid":"https://orcid.org/0000-0002-1571-3631"},"institutions":[{"id":"https://openalex.org/I121980950","display_name":"Utah State University","ror":"https://ror.org/00h6set76","country_code":"US","type":"education","lineage":["https://openalex.org/I121980950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rose Qingyang Hu","raw_affiliation_strings":["Utah State University, Logan, UT, USA"],"affiliations":[{"raw_affiliation_string":"Utah State University, Logan, UT, USA","institution_ids":["https://openalex.org/I121980950"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073527013","display_name":"Yi Qian","orcid":"https://orcid.org/0000-0001-5671-916X"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yi Qian","raw_affiliation_strings":["University of Nebraska-Lincoln, Lincoln, NE, USA"],"affiliations":[{"raw_affiliation_string":"University of Nebraska-Lincoln, Lincoln, NE, USA","institution_ids":["https://openalex.org/I114395901"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101920794"],"corresponding_institution_ids":["https://openalex.org/I121980950"],"apc_list":null,"apc_paid":null,"fwci":0.6913,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7511989,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"21","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9916999936103821,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9850999712944031,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8326764106750488},{"id":"https://openalex.org/keywords/retransmission","display_name":"Retransmission","score":0.8133437037467957},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.5750851631164551},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5050895810127258},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.45419198274612427},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.42452359199523926},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4239943325519562},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.39768481254577637},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3533065915107727},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33401408791542053},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.30660122632980347},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08890435099601746}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8326764106750488},{"id":"https://openalex.org/C180611318","wikidata":"https://www.wikidata.org/wiki/Q7316902","display_name":"Retransmission","level":3,"score":0.8133437037467957},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.5750851631164551},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5050895810127258},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.45419198274612427},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.42452359199523926},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4239943325519562},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.39768481254577637},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3533065915107727},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33401408791542053},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.30660122632980347},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08890435099601746}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3586209.3591399","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3586209.3591399","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3586209.3591399","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 ACM Workshop on Wireless Security and Machine Learning","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3586209.3591399","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3586209.3591399","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3586209.3591399","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 ACM Workshop on Wireless Security and Machine Learning","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1431035428","display_name":null,"funder_award_id":"CNS-2007995","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3175531761","display_name":"Collaborative Research: Expedite CSI Processing with Lightweight AI in Massive MIMO Communication Systems","funder_award_id":"2139520","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4672832461","display_name":null,"funder_award_id":"CNS-2236449","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5169581235","display_name":null,"funder_award_id":"and ECCS-","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5880264516","display_name":"Collaborative Research: CNS Core: Small: Secure and Efficient Mobile Edge Computing in Wireless Heterogeneous Networks","funder_award_id":"2007995","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6314701642","display_name":"CRII: CNS: Towards Spectrum and Energy Efficient Large-scale IoT Communications: A Cross-layer Optimization Approach","funder_award_id":"2236449","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6344481742","display_name":"Collaborative Research: CNS Core: Small: Secure and Efficient Mobile Edge Computing in Wireless Heterogeneous Networks","funder_award_id":"2008145","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G776421118","display_name":"Collaborative Research: Expedite CSI Processing with Lightweight AI in Massive MIMO Communication Systems","funder_award_id":"2139508","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8561319445","display_name":null,"funder_award_id":"CNS-2008145","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337392","display_name":"Division of Electrical, Communications and Cyber Systems","ror":"https://ror.org/01krpsy48"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4382395545.pdf","grobid_xml":"https://content.openalex.org/works/W4382395545.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W2145536957","https://openalex.org/W2407022425","https://openalex.org/W3091075746","https://openalex.org/W3124349893","https://openalex.org/W4226072204"],"related_works":["https://openalex.org/W1981363742","https://openalex.org/W2394308295","https://openalex.org/W2377549730","https://openalex.org/W2127624627","https://openalex.org/W2063289542","https://openalex.org/W2043286325","https://openalex.org/W1984376450","https://openalex.org/W2063010593","https://openalex.org/W2368175763","https://openalex.org/W2553710680"],"abstract_inverted_index":{"This":[0,77],"paper":[1],"presents":[2],"an":[3,55],"approximate":[4,56],"wireless":[5,32,142],"communication":[6,57],"scheme":[7,58,86,106,135,151],"for":[8,87,138],"federated":[9],"learning":[10,68,182,209],"(FL)":[11],"model":[12,29,42,70],"aggregation":[13],"in":[14,31,141,154,194],"the":[15,61,104,113,149,156,169,180,188],"uplink":[16],"transmission.":[17],"We":[18],"consider":[19],"a":[20,83],"realistic":[21],"channel":[22,114],"that":[23,37,66,148,204],"reveals":[24],"bit":[25,39,159,191],"errors":[26,40,111,160],"during":[27,41],"FL":[28,47,100,162],"exchange":[30],"networks.":[33,143],"Our":[34],"study":[35],"demonstrates":[36],"random":[38],"transmission":[43,172],"can":[44],"significantly":[45],"affect":[46],"performance.":[48,183,210],"To":[49],"overcome":[50],"this":[51,205],"challenge,":[52],"we":[53,146,186],"propose":[54],"based":[59],"on":[60,161],"mathematical":[62],"and":[63,93,130,164,176,202],"statistical":[64],"proof":[65],"machine":[67],"(ML)":[69],"gradients":[71,101,109],"are":[72,102],"bounded":[73],"under":[74],"certain":[75],"constraints.":[76],"bound":[78],"enables":[79],"us":[80],"to":[81,178],"introduce":[82],"novel":[84],"encoding":[85],"float-to-binary":[88],"representation":[89],"of":[90,158,190],"gradient":[91],"values":[92],"their":[94],"QAM":[95],"constellation":[96],"mapping.":[97],"Besides,":[98],"since":[99],"error-resilient,":[103],"proposed":[105,134,150],"simply":[107],"delivers":[108],"with":[110,173],"when":[112,197],"quality":[115],"is":[116,136,152,200],"satisfactory,":[117],"eliminating":[118],"extensive":[119],"error-correcting":[120],"codes":[121],"and/or":[122],"retransmission.":[123],"The":[124,133],"direct":[125],"benefits":[126],"include":[127],"less":[128],"overhead":[129],"lower":[131],"latency.":[132],"well-suited":[137],"resource-constrained":[139],"devices":[140],"Through":[144],"simulations,":[145],"show":[147],"effective":[153],"reducing":[155],"impact":[157],"performance":[163],"saves":[165],"at":[166],"least":[167],"half":[168],"time":[170],"than":[171],"error":[174],"correction":[175],"retransmission":[177],"achieve":[179],"same":[181],"In":[184],"addition,":[185],"investigated":[187],"effectiveness":[189],"protection":[192],"mechanisms":[193],"high-order":[195],"modulation":[196],"gray":[198],"coding":[199],"employed":[201],"found":[203],"approach":[206],"considerably":[207],"enhances":[208]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}