{"id":"https://openalex.org/W3014798951","doi":"https://doi.org/10.1109/tsp.2020.2983905","title":"Diffusion Normalized Least Mean M-estimate Algorithms: Design and Performance Analysis","display_name":"Diffusion Normalized Least Mean M-estimate Algorithms: Design and Performance Analysis","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3014798951","doi":"https://doi.org/10.1109/tsp.2020.2983905","mag":"3014798951"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2020.2983905","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2020.2983905","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"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 Signal Processing","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/A5063695842","display_name":"Yi Yu","orcid":"https://orcid.org/0000-0003-3790-0945"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Yu","raw_affiliation_strings":["Robot Technology Used for Special Environment Key Laboratory of Sichuan Province, School of Information Engineering, Southwest University of Science and Technology, Mianyang, China","[Robot Technology Used for Special Environment Key Laboratory of Sichuan Province, School of Information Engineering, Southwest University of Science and Technology, Mianyang, China]"],"raw_orcid":"https://orcid.org/0000-0003-3790-0945","affiliations":[{"raw_affiliation_string":"Robot Technology Used for Special Environment Key Laboratory of Sichuan Province, School of Information Engineering, Southwest University of Science and Technology, Mianyang, China","institution_ids":["https://openalex.org/I1297991670"]},{"raw_affiliation_string":"[Robot Technology Used for Special Environment Key Laboratory of Sichuan Province, School of Information Engineering, Southwest University of Science and Technology, Mianyang, China]","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103144137","display_name":"Hongsen He","orcid":"https://orcid.org/0000-0001-5232-4013"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongsen He","raw_affiliation_strings":["Robot Technology Used for Special Environment Key Laboratory of Sichuan Province, School of Information Engineering, Southwest University of Science and Technology, Mianyang, China","[Robot Technology Used for Special Environment Key Laboratory of Sichuan Province, School of Information Engineering, Southwest University of Science and Technology, Mianyang, China]"],"raw_orcid":"https://orcid.org/0000-0001-5232-4013","affiliations":[{"raw_affiliation_string":"Robot Technology Used for Special Environment Key Laboratory of Sichuan Province, School of Information Engineering, Southwest University of Science and Technology, Mianyang, China","institution_ids":["https://openalex.org/I1297991670"]},{"raw_affiliation_string":"[Robot Technology Used for Special Environment Key Laboratory of Sichuan Province, School of Information Engineering, Southwest University of Science and Technology, Mianyang, China]","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101626595","display_name":"Tao Yang","orcid":"https://orcid.org/0000-0003-2762-8861"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Yang","raw_affiliation_strings":["Robot Technology Used for Special Environment Key Laboratory of Sichuan Province, School of Information Engineering, Southwest University of Science and Technology, Mianyang, China","[Robot Technology Used for Special Environment Key Laboratory of Sichuan Province, School of Information Engineering, Southwest University of Science and Technology, Mianyang, China]"],"raw_orcid":"https://orcid.org/0000-0003-2762-8861","affiliations":[{"raw_affiliation_string":"Robot Technology Used for Special Environment Key Laboratory of Sichuan Province, School of Information Engineering, Southwest University of Science and Technology, Mianyang, China","institution_ids":["https://openalex.org/I1297991670"]},{"raw_affiliation_string":"[Robot Technology Used for Special Environment Key Laboratory of Sichuan Province, School of Information Engineering, Southwest University of Science and Technology, Mianyang, China]","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100636254","display_name":"Xueyuan Wang","orcid":"https://orcid.org/0000-0003-2694-9815"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueyuan Wang","raw_affiliation_strings":["Robot Technology Used for Special Environment Key Laboratory of Sichuan Province, School of Information Engineering, Southwest University of Science and Technology, Mianyang, China","[Robot Technology Used for Special Environment Key Laboratory of Sichuan Province, School of Information Engineering, Southwest University of Science and Technology, Mianyang, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Robot Technology Used for Special Environment Key Laboratory of Sichuan Province, School of Information Engineering, Southwest University of Science and Technology, Mianyang, China","institution_ids":["https://openalex.org/I1297991670"]},{"raw_affiliation_string":"[Robot Technology Used for Special Environment Key Laboratory of Sichuan Province, School of Information Engineering, Southwest University of Science and Technology, Mianyang, China]","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049028312","display_name":"Rodrigo C. de Lamare","orcid":"https://orcid.org/0000-0003-2322-6451"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]},{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["BR","GB"],"is_corresponding":false,"raw_author_name":"Rodrigo C. de Lamare","raw_affiliation_strings":["CETUC, Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro, Brazil","Department of Electronics, University of York, York, U.K"],"raw_orcid":"https://orcid.org/0000-0003-2322-6451","affiliations":[{"raw_affiliation_string":"CETUC, Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I2699952"]},{"raw_affiliation_string":"Department of Electronics, University of York, York, U.K","institution_ids":["https://openalex.org/I52099693"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.3013,"has_fulltext":false,"cited_by_count":65,"citation_normalized_percentile":{"value":0.98766591,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"68","issue":null,"first_page":"2199","last_page":"2214"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10860","display_name":"Speech and Audio Processing","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/algorithm","display_name":"Algorithm","score":0.6818316578865051},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5717194080352783},{"id":"https://openalex.org/keywords/verifiable-secret-sharing","display_name":"Verifiable secret sharing","score":0.5667340755462646},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5150687098503113},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.46046990156173706},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4561578035354614},{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.4436955153942108},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.43362659215927124},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23347383737564087},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2129245102405548}],"concepts":[{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6818316578865051},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5717194080352783},{"id":"https://openalex.org/C85847156","wikidata":"https://www.wikidata.org/wiki/Q59015987","display_name":"Verifiable secret sharing","level":3,"score":0.5667340755462646},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5150687098503113},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.46046990156173706},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4561578035354614},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.4436955153942108},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.43362659215927124},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23347383737564087},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2129245102405548},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsp.2020.2983905","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2020.2983905","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"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 Signal Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G2192828347","display_name":null,"funder_award_id":"61901400","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2475854958","display_name":"Enabling Technologies for IoT","funder_award_id":"ANR-18-CE40-0030","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G4336292624","display_name":null,"funder_award_id":"61771411","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8308303274","display_name":"\u590d\u6742\u58f0\u73af\u5883\u4e0b\u7684\u9c81\u68d2\u81ea\u9002\u5e94\u6ee4\u6ce2\u7406\u8bba\u53ca\u7b97\u6cd5\u7814\u7a76","funder_award_id":"61571376","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W368469426","https://openalex.org/W1971718134","https://openalex.org/W1981035919","https://openalex.org/W1986302543","https://openalex.org/W1994090469","https://openalex.org/W2012445782","https://openalex.org/W2012464243","https://openalex.org/W2018503235","https://openalex.org/W2023091981","https://openalex.org/W2024307985","https://openalex.org/W2029080014","https://openalex.org/W2031607104","https://openalex.org/W2042664989","https://openalex.org/W2047565655","https://openalex.org/W2057792317","https://openalex.org/W2070712430","https://openalex.org/W2071607622","https://openalex.org/W2086502731","https://openalex.org/W2091032608","https://openalex.org/W2099282834","https://openalex.org/W2099398754","https://openalex.org/W2110482969","https://openalex.org/W2117698628","https://openalex.org/W2118776392","https://openalex.org/W2121820607","https://openalex.org/W2124622260","https://openalex.org/W2124941201","https://openalex.org/W2130359405","https://openalex.org/W2139166181","https://openalex.org/W2142801300","https://openalex.org/W2144616873","https://openalex.org/W2152987686","https://openalex.org/W2160536217","https://openalex.org/W2161385112","https://openalex.org/W2165155912","https://openalex.org/W2168086693","https://openalex.org/W2285182553","https://openalex.org/W2293909378","https://openalex.org/W2298057126","https://openalex.org/W2307681928","https://openalex.org/W2331305061","https://openalex.org/W2336029774","https://openalex.org/W2500157231","https://openalex.org/W2547406430","https://openalex.org/W2565338374","https://openalex.org/W2573822039","https://openalex.org/W2584861485","https://openalex.org/W2600434153","https://openalex.org/W2615122654","https://openalex.org/W2725033853","https://openalex.org/W2735808890","https://openalex.org/W2782280899","https://openalex.org/W2789481185","https://openalex.org/W2789663101","https://openalex.org/W2790270757","https://openalex.org/W2898575377","https://openalex.org/W2911706765","https://openalex.org/W2954678237","https://openalex.org/W2970598334","https://openalex.org/W3024853581","https://openalex.org/W3099579977","https://openalex.org/W3101444344","https://openalex.org/W4205987271","https://openalex.org/W4244393449"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W2355730523","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W152021879","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620"],"abstract_inverted_index":{"This":[0],"work":[1],"proposes":[2],"diffusion":[3,122],"normalized":[4],"least":[5],"mean":[6],"M-estimate":[7],"algorithm":[8],"based":[9],"on":[10],"the":[11,25,34,41,52,55,58,64,71,93,99,114,125],"modified":[12],"Huber":[13],"function,":[14],"which":[15],"can":[16],"equip":[17],"distributed":[18],"networks":[19],"with":[20,92],"robust":[21],"learning":[22,42],"capability":[23],"in":[24,73,107],"presence":[26],"of":[27,54,70,101],"impulsive":[28,109],"interference.":[29],"In":[30,77],"order":[31],"to":[32,38,90,119],"exploit":[33],"system's":[35],"underlying":[36],"sparsity":[37],"further":[39],"improve":[40],"performance,":[43],"a":[44,74],"sparse-aware":[45],"variant":[46],"is":[47,85],"also":[48],"developed":[49],"by":[50],"incorporating":[51],"l0-norm":[53],"estimates":[56],"into":[57],"update":[59],"process.":[60],"We":[61],"then":[62],"analyze":[63],"transient,":[65],"steady-state":[66],"and":[67,103,124],"stability":[68],"behaviors":[69],"algorithms":[72,116,123],"unified":[75],"framework.":[76],"particular,":[78],"we":[79],"present":[80],"an":[81],"analytical":[82],"method":[83],"that":[84,113],"simpler":[86],"than":[87],"conventional":[88],"approaches":[89],"deal":[91],"score":[94],"function":[95],"since":[96],"it":[97],"removes":[98],"requirements":[100],"integrals":[102],"Price's":[104],"theorem.":[105],"Simulations":[106],"various":[108],"noise":[110],"scenarios":[111],"show":[112],"proposed":[115],"are":[117,128],"superior":[118],"some":[120],"existing":[121],"theoretical":[126],"results":[127],"verifiable.":[129]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":17},{"year":2020,"cited_by_count":7}],"updated_date":"2026-08-12T21:12:35.861297","created_date":"2025-10-10T00:00:00"}
