{"id":"https://openalex.org/W4312377485","doi":"https://doi.org/10.1109/twc.2022.3227636","title":"MIMO Detector Selection With Federated Learning","display_name":"MIMO Detector Selection With Federated Learning","publication_year":2022,"publication_date":"2022-12-14","ids":{"openalex":"https://openalex.org/W4312377485","doi":"https://doi.org/10.1109/twc.2022.3227636"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2022.3227636","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2022.3227636","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Wireless Communications","raw_type":"journal-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/A5054284011","display_name":"Yuwen Yang","orcid":"https://orcid.org/0000-0001-8367-0939"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuwen Yang","raw_affiliation_strings":["Institute for Artificial Intelligence Tsinghua University (THUAI), State Key Laboratory of Intelligent Technologies and Systems, Beijing National Research Center for Information Science and Technology (BNRist), Department of Automation, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8367-0939","affiliations":[{"raw_affiliation_string":"Institute for Artificial Intelligence Tsinghua University (THUAI), State Key Laboratory of Intelligent Technologies and Systems, Beijing National Research Center for Information Science and Technology (BNRist), Department of Automation, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050402661","display_name":"Feifei Gao","orcid":"https://orcid.org/0000-0001-8896-352X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feifei Gao","raw_affiliation_strings":["Institute for Artificial Intelligence Tsinghua University (THUAI), State Key Laboratory of Intelligent Technologies and Systems, Beijing National Research Center for Information Science and Technology (BNRist), Department of Automation, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8896-352X","affiliations":[{"raw_affiliation_string":"Institute for Artificial Intelligence Tsinghua University (THUAI), State Key Laboratory of Intelligent Technologies and Systems, Beijing National Research Center for Information Science and Technology (BNRist), Department of Automation, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040282710","display_name":"Jiang Xue","orcid":"https://orcid.org/0000-0002-1832-5263"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiang Xue","raw_affiliation_strings":["National Engineering Laboratory for Big Data Analytics, Xi&#x2019;an International Academy for Mathematics and Mathematical Technology, School of Mathematics and Statistics, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-1832-5263","affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Big Data Analytics, Xi&#x2019;an International Academy for Mathematics and Mathematical Technology, School of Mathematics and Statistics, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064073489","display_name":"Ting Zhou","orcid":"https://orcid.org/0000-0002-0420-0566"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]},{"id":"https://openalex.org/I4210111959","display_name":"Shanghai Advanced Research Institute","ror":"https://ror.org/02br7py06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210111959"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Zhou","raw_affiliation_strings":["School of Microelectronics, Shanghai University, Shanghai, China","Shanghai Advanced Research Institute, CAS, Shanghai, China","Shanghai Frontier Innovation and Research Institute, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-0420-0566","affiliations":[{"raw_affiliation_string":"School of Microelectronics, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"Shanghai Advanced Research Institute, CAS, Shanghai, China","institution_ids":["https://openalex.org/I4210111959"]},{"raw_affiliation_string":"Shanghai Frontier Innovation and Research Institute, Shanghai, China","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Zongben Xu","orcid":"https://orcid.org/0000-0003-1719-3358"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zongben Xu","raw_affiliation_strings":["National Engineering Laboratory for Big Data Analytics, Xi&#x2019;an International Academy for Mathematics and Mathematical Technology, School of Mathematics and Statistics, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0003-1719-3358","affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Big Data Analytics, Xi&#x2019;an International Academy for Mathematics and Mathematical Technology, School of Mathematics and Statistics, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5054284011"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":0.8324,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.78303932,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"22","issue":"7","first_page":"4654","last_page":"4667"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":1.0,"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":1.0,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.993399977684021,"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/T10891","display_name":"Radar Systems and Signal Processing","score":0.9765999913215637,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.8889180421829224},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7623967528343201},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.7098952531814575},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.5972422361373901},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5892365574836731},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.46927204728126526},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.45334386825561523},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.44148582220077515},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.42575958371162415},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.411579430103302},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2995670437812805},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.18666094541549683}],"concepts":[{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.8889180421829224},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7623967528343201},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.7098952531814575},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.5972422361373901},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5892365574836731},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.46927204728126526},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.45334386825561523},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.44148582220077515},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.42575958371162415},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.411579430103302},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2995670437812805},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.18666094541549683},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/twc.2022.3227636","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2022.3227636","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Wireless Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1769842585","display_name":null,"funder_award_id":"2020YFA0713900","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3049013466","display_name":null,"funder_award_id":"PCL2021A12","funder_id":"https://openalex.org/F4320318558","funder_display_name":"Peng Cheng Laboratory"},{"id":"https://openalex.org/G3728237627","display_name":null,"funder_award_id":"2021GQG1022","funder_id":"https://openalex.org/F4320322392","funder_display_name":"Tsinghua University"},{"id":"https://openalex.org/G448987220","display_name":null,"funder_award_id":"L222002","funder_id":"https://openalex.org/F4320334977","funder_display_name":"Beijing Municipal Natural Science Foundation"},{"id":"https://openalex.org/G7520547647","display_name":null,"funder_award_id":"21XD1433700","funder_id":"https://openalex.org/F4320335796","funder_display_name":"Program of Shanghai Academic Research Leader"},{"id":"https://openalex.org/G8392669911","display_name":null,"funder_award_id":"62261160650","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320318558","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322392","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549"},{"id":"https://openalex.org/F4320334977","display_name":"Beijing Municipal Natural Science Foundation","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335796","display_name":"Program of Shanghai Academic Research Leader","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1996215314","https://openalex.org/W2050308627","https://openalex.org/W2075505133","https://openalex.org/W2112772743","https://openalex.org/W2139317044","https://openalex.org/W2766140019","https://openalex.org/W2774000609","https://openalex.org/W2782637457","https://openalex.org/W2804075771","https://openalex.org/W2886374543","https://openalex.org/W2888283726","https://openalex.org/W2936900179","https://openalex.org/W2938113616","https://openalex.org/W2955213239","https://openalex.org/W2963145597","https://openalex.org/W2963190722","https://openalex.org/W2963290405","https://openalex.org/W2963703618","https://openalex.org/W2966016850","https://openalex.org/W2967981090","https://openalex.org/W2995336301","https://openalex.org/W3003689553","https://openalex.org/W3005526854","https://openalex.org/W3008026851","https://openalex.org/W3013594094","https://openalex.org/W3018555681","https://openalex.org/W3020027015","https://openalex.org/W3038022836","https://openalex.org/W3038755994","https://openalex.org/W3041280537","https://openalex.org/W3043758338","https://openalex.org/W3045062278","https://openalex.org/W3047911146","https://openalex.org/W3080694619","https://openalex.org/W3081455451","https://openalex.org/W3108276956","https://openalex.org/W3112949451","https://openalex.org/W3129254582","https://openalex.org/W3161765610","https://openalex.org/W3176364684","https://openalex.org/W3198422819","https://openalex.org/W3204647170","https://openalex.org/W3216108359","https://openalex.org/W4287391717","https://openalex.org/W4318619660","https://openalex.org/W6631190155","https://openalex.org/W6728757088","https://openalex.org/W6743446608","https://openalex.org/W6745723224","https://openalex.org/W6746839373","https://openalex.org/W6759238902","https://openalex.org/W6765541894","https://openalex.org/W6777501748","https://openalex.org/W6787267734","https://openalex.org/W6788811087","https://openalex.org/W6790299800","https://openalex.org/W6794589090","https://openalex.org/W6804762377"],"related_works":["https://openalex.org/W2944823289","https://openalex.org/W3037018281","https://openalex.org/W2972592048","https://openalex.org/W2358319515","https://openalex.org/W4321854979","https://openalex.org/W2003209439","https://openalex.org/W2497626292","https://openalex.org/W4312214821","https://openalex.org/W4361862506","https://openalex.org/W2390344072"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,73,109],"develop":[4,110],"a":[5,43],"dynamic":[6,38,152],"detection":[7,175],"network":[8,31],"(DDNet)":[9],"based":[10],"detector":[11,23,27,35,116,139],"for":[12,53,101],"multiple-input":[13],"multiple-output":[14],"(MIMO)":[15],"systems.":[16],"By":[17],"constructing":[18],"an":[19],"improved":[20],"DetNet":[21],"(IDetNet)":[22],"and":[24,49,89],"the":[25,33,47,50,62,75,98,106,111,129,136,150,155,160,165],"OAMPNet":[26,51],"as":[28],"two":[29],"independent":[30],"branches,":[32],"DDNet":[34,138,157],"performs":[36],"sample-wise":[37,151],"routing":[39],"to":[40,97,128,149],"adaptively":[41],"select":[42],"better":[44],"one":[45],"between":[46],"IDetNet":[48],"detectors":[52,143],"every":[54],"samples":[55],"under":[56,144],"different":[57],"system":[58,146],"conditions.":[59],"To":[60,103],"avoid":[61],"prohibitive":[63],"transmission":[64,107,166],"overhead":[65,167],"of":[66],"dataset":[67],"collection":[68],"in":[69],"centralized":[70],"learning":[71],"(CL),":[72],"propose":[74],"federated":[76,112,156],"averaging":[77],"(FedAve)-DDNet":[78],"detector,":[79,162],"where":[80],"all":[81,145],"raw":[82],"data":[83],"are":[84,95],"kept":[85],"at":[86,169],"local":[87],"clients":[88],"only":[90],"locally":[91],"trained":[92],"model":[93],"parameters":[94],"transmitted":[96],"central":[99,130],"server":[100],"aggregation.":[102],"further":[104],"reduce":[105,164],"overhead,":[108],"gradient":[113],"sparsification":[114],"(FedGS)-DDNet":[115],"by":[117,168],"randomly":[118],"sampling":[119],"gradients":[120,127],"with":[121],"elaborately":[122],"calculated":[123],"probability":[124],"when":[125],"uploading":[126],"server.":[131],"Based":[132],"on":[133],"simulation":[134],"results,":[135],"proposed":[137],"consistently":[140],"outperforms":[141],"other":[142],"conditions":[147],"thanks":[148],"routing.":[153],"Moreover,":[154],"detectors,":[158],"especially":[159],"FedGS-DDNet":[161],"can":[163],"least":[170],"25.7%":[171],"while":[172],"maintaining":[173],"satisfactory":[174],"accuracy.":[176]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
