{"id":"https://openalex.org/W4385486459","doi":"https://doi.org/10.1109/lsp.2023.3301236","title":"Neural Network-Based Moving Window Iterative Nonlinear System Identification","display_name":"Neural Network-Based Moving Window Iterative Nonlinear System Identification","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385486459","doi":"https://doi.org/10.1109/lsp.2023.3301236"},"language":"en","primary_location":{"id":"doi:10.1109/lsp.2023.3301236","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/lsp.2023.3301236","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","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/A5014979315","display_name":"Hyun Ho Kang","orcid":"https://orcid.org/0000-0001-5385-3144"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hyun Ho Kang","raw_affiliation_strings":["School of Electrical Engineering, Korea University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084993350","display_name":"Choon Ki Ahn","orcid":"https://orcid.org/0000-0003-0993-9658"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Choon Ki Ahn","raw_affiliation_strings":["School of Electrical Engineering, Korea University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5014979315"],"corresponding_institution_ids":["https://openalex.org/I197347611"],"apc_list":null,"apc_paid":null,"fwci":0.5237,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70793228,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"30","issue":null,"first_page":"1007","last_page":"1011"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9970999956130981,"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/T10320","display_name":"Neural Networks and Applications","score":0.9970999956130981,"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/T11236","display_name":"Control Systems and Identification","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10876","display_name":"Fault Detection and Control Systems","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/robustness","display_name":"Robustness (evolution)","score":0.8782914876937866},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.7499698400497437},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.7413734793663025},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6518612504005432},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5930432081222534},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.583986222743988},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.4748925268650055},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.41125425696372986},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34362712502479553}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.8782914876937866},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.7499698400497437},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.7413734793663025},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6518612504005432},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5930432081222534},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.583986222743988},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.4748925268650055},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.41125425696372986},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34362712502479553},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lsp.2023.3301236","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/lsp.2023.3301236","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8626719733","display_name":null,"funder_award_id":"NRF-2020R1A2C1005449","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1986425731","https://openalex.org/W2148058527","https://openalex.org/W2189623837","https://openalex.org/W2344513874","https://openalex.org/W2572349158","https://openalex.org/W2583586327","https://openalex.org/W2801303905","https://openalex.org/W2963113330","https://openalex.org/W3008511930","https://openalex.org/W3013291870","https://openalex.org/W3023198565","https://openalex.org/W3099689280","https://openalex.org/W3193787698","https://openalex.org/W3208155200","https://openalex.org/W4285049160","https://openalex.org/W4285144898","https://openalex.org/W4312241839","https://openalex.org/W4385245566","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2046435967","https://openalex.org/W4231775656","https://openalex.org/W2770593030","https://openalex.org/W4281727072","https://openalex.org/W2560201613","https://openalex.org/W3154990682","https://openalex.org/W2171975302","https://openalex.org/W2022352247","https://openalex.org/W1532073221","https://openalex.org/W2377538627"],"abstract_inverted_index":{"The":[0],"finite":[1,36],"memory":[2],"estimation":[3],"based":[4],"learning":[5],"algorithm":[6],"(FME-LA":[7],"(Kang":[8,51],"et":[9,52],"al.,":[10,53],"2019))":[11],"is":[12,91],"a":[13,35,41,130,139],"newly":[14],"developed":[15],"technique":[16],"for":[17,94],"identifying":[18],"unknown":[19],"nonlinear":[20,119,141],"systems":[21,62],"that":[22],"demonstrates":[23],"remarkable":[24],"accuracy":[25,128],"and":[26,30,127,150],"robustness":[27,126],"against":[28],"disturbances":[29],"error":[31],"accumulation":[32],"by":[33],"utilizing":[34],"number":[37],"of":[38,58,105],"measurements":[39],"on":[40,138],"moving":[42,107,116],"window.":[43,108],"However,":[44],"there":[45],"are":[46],"several":[47],"drawbacks":[48],"to":[49],"FME-LA":[50],"2019).":[54],"First,":[55],"the":[56,70,98,103,106,115,143],"weights":[57],"higher-order":[59],"or":[60],"complex":[61,87,140],"cannot":[63],"be":[64],"learned":[65],"because":[66,97],"it":[67,75,90],"only":[68],"learns":[69],"output":[71],"layer's":[72],"weights.":[73],"Second,":[74],"does":[76],"not":[77,92],"consider":[78],"noise":[79],"statistics,":[80],"resulting":[81],"in":[82,86,133],"significant":[83,131],"performance":[84],"degradation":[85],"environments.":[88],"Finally,":[89],"suitable":[93],"real-time":[95],"implementation":[96],"computation":[99],"increases":[100],"rapidly":[101],"with":[102,129],"size":[104],"To":[109],"address":[110],"these":[111],"limitations,":[112],"we":[113],"propose":[114],"window":[117],"iterative":[118],"system":[120],"identification":[121],"(MWI-NSID)":[122],"scheme,":[123],"which":[124],"guarantees":[125],"reduction":[132],"computation.":[134,153],"In":[135],"simulation":[136],"results":[137],"system,":[142],"proposed":[144],"MWI-NSID":[145],"scheme":[146],"demonstrated":[147],"robustness,":[148],"accuracy,":[149],"significantly":[151],"reduced":[152]},"counts_by_year":[{"year":2024,"cited_by_count":3}],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}
