{"id":"https://openalex.org/W2168913152","doi":"https://doi.org/10.1109/tnn.2011.2154339","title":"Identification of Extended Hammerstein Systems Using Dynamic Self-Optimizing Neural Networks","display_name":"Identification of Extended Hammerstein Systems Using Dynamic Self-Optimizing Neural Networks","publication_year":2011,"publication_date":"2011-06-28","ids":{"openalex":"https://openalex.org/W2168913152","doi":"https://doi.org/10.1109/tnn.2011.2154339","mag":"2168913152","pmid":"https://pubmed.ncbi.nlm.nih.gov/21708500"},"language":"en","primary_location":{"id":"doi:10.1109/tnn.2011.2154339","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnn.2011.2154339","pdf_url":null,"source":{"id":"https://openalex.org/S42080949","display_name":"IEEE Transactions on Neural Networks","issn_l":"1045-9227","issn":["1045-9227","1941-0093"],"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 Neural Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5103006081","display_name":"Xuemei Ren","orcid":"https://orcid.org/0000-0002-9032-3078"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xuemei Ren","raw_affiliation_strings":["School of Automation, Beijing Institute of Technology, Beijing, China. xmren@bit.edu.cn","School of Automation, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Beijing Institute of Technology, Beijing, China. xmren@bit.edu.cn","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"School of Automation, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109861534","display_name":"Xiaohua Lv","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohua Lv","raw_affiliation_strings":["School of Automation, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103006081"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":null,"apc_paid":null,"fwci":14.3552,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.9887833,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"22","issue":"8","first_page":"1169","last_page":"1179"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9980999827384949,"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/T11749","display_name":"Iterative Learning Control Systems","score":0.9905999898910522,"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/T10320","display_name":"Neural Networks and Applications","score":0.989799976348877,"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":0.709699809551239},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6327401399612427},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5533831715583801},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.5140670537948608},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.49292683601379395},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4919283390045166},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.48565590381622314},{"id":"https://openalex.org/keywords/system-identification","display_name":"System identification","score":0.4516538381576538},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4296689033508301},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36336952447891235},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3281887173652649},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.1941094696521759}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.709699809551239},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6327401399612427},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5533831715583801},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.5140670537948608},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.49292683601379395},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4919283390045166},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.48565590381622314},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.4516538381576538},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4296689033508301},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36336952447891235},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3281887173652649},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.1941094696521759},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D059828","descriptor_name":"Plant Cells","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D059828","descriptor_name":"Plant Cells","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D059828","descriptor_name":"Plant Cells","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tnn.2011.2154339","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnn.2011.2154339","pdf_url":null,"source":{"id":"https://openalex.org/S42080949","display_name":"IEEE Transactions on Neural Networks","issn_l":"1045-9227","issn":["1045-9227","1941-0093"],"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 Neural Networks","raw_type":"journal-article"},{"id":"pmid:21708500","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/21708500","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W206162032","https://openalex.org/W641839688","https://openalex.org/W1501074416","https://openalex.org/W1963537475","https://openalex.org/W1969212276","https://openalex.org/W1973407458","https://openalex.org/W1988101164","https://openalex.org/W1988622111","https://openalex.org/W1994921381","https://openalex.org/W2010861869","https://openalex.org/W2023660467","https://openalex.org/W2029174532","https://openalex.org/W2049747604","https://openalex.org/W2053218334","https://openalex.org/W2057136720","https://openalex.org/W2058908415","https://openalex.org/W2074659576","https://openalex.org/W2088076837","https://openalex.org/W2092579730","https://openalex.org/W2094038299","https://openalex.org/W2094603430","https://openalex.org/W2097488680","https://openalex.org/W2100163009","https://openalex.org/W2104313350","https://openalex.org/W2118020555","https://openalex.org/W2122882636","https://openalex.org/W2129013743","https://openalex.org/W2132093718","https://openalex.org/W2136340804","https://openalex.org/W2136838997","https://openalex.org/W2144146900","https://openalex.org/W2144567492","https://openalex.org/W2152211618","https://openalex.org/W2158205913","https://openalex.org/W2162221983","https://openalex.org/W2162635690","https://openalex.org/W2163265070","https://openalex.org/W2347795655","https://openalex.org/W2369776006","https://openalex.org/W2387246706","https://openalex.org/W2988086015","https://openalex.org/W4229810419","https://openalex.org/W6620891465","https://openalex.org/W6630020453"],"related_works":["https://openalex.org/W883676525","https://openalex.org/W4235559521","https://openalex.org/W1982020548","https://openalex.org/W1987596686","https://openalex.org/W2093880916","https://openalex.org/W2336868063","https://openalex.org/W3086206563","https://openalex.org/W1979251670","https://openalex.org/W3203301229","https://openalex.org/W2071838215"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3,20,44,58,67,84,147,169],"new":[4],"dynamic":[5],"self-optimizing":[6],"neural":[7],"network":[8,33,98],"(DSONN)":[9],"with":[10,26,87,146],"online":[11],"adjusting":[12,95],"hidden":[13,50,75],"layer":[14,51],"and":[15,66,100,121],"weights":[16,101,153],"is":[17,34,52,92,127,154,181],"proposed":[18,163],"for":[19],"class":[21],"of":[22,39,57,94,105,111,151,172,178],"extended":[23],"Hammerstein":[24,189],"systems":[25],"non-Gaussian":[27,136],"noises.":[28],"Input":[29],"vector":[30],"to":[31,62,72,186],"the":[32,49,63,74,79,97,109,118,131,135,142,152,159,173,179,184],"first":[35],"determined":[36],"by":[37,103,156],"means":[38],"system":[40],"order":[41],"estimation":[42],"using":[43,104],"designated":[45],"input":[46],"signal.":[47],"Then":[48],"generated":[53,80],"online,":[54],"which":[55],"consists":[56],"growing":[59],"step":[60,70],"according":[61],"plant":[64,144],"dynamics":[65],"revised":[68],"pruning":[69],"used":[71],"refine":[73],"structure":[76,99,112],"such":[77,129],"that":[78,130],"model":[81,132],"can":[82,133,165],"be":[83,166],"minimal":[85],"realization":[86],"satisfactory":[88],"performance.":[89],"The":[90,162,176],"algorithm":[91],"capable":[93],"both":[96],"simultaneously":[102],"weight":[106],"variations":[107],"as":[108,138,140],"conditions":[110],"optimization.":[113],"An":[114],"integrated":[115],"performance":[116],"including":[117],"identification":[119],"error":[120],"an":[122],"additional":[123],"entropy":[124],"penalty":[125],"term":[126],"employed":[128],"attenuate":[134],"noises":[137],"well":[139],"match":[141],"unknown":[143,174],"automatically":[145],"suitable":[148],"structure.":[149],"Convergence":[150],"guaranteed":[155],"suitably":[157],"choosing":[158],"learning":[160],"rates.":[161],"DSONN":[164],"established":[167],"without":[168],"priori":[170],"knowledge":[171],"nonlinearity.":[175],"efficiency":[177],"method":[180],"illustrated":[182],"through":[183],"applications":[185],"three":[187],"different":[188],"systems.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":13},{"year":2012,"cited_by_count":3}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
