{"id":"https://openalex.org/W2912619267","doi":"https://doi.org/10.1080/00207179.2019.1578407","title":"A shift in paradigm for system identification","display_name":"A shift in paradigm for system identification","publication_year":2019,"publication_date":"2019-02-04","ids":{"openalex":"https://openalex.org/W2912619267","doi":"https://doi.org/10.1080/00207179.2019.1578407","mag":"2912619267"},"language":"en","primary_location":{"id":"doi:10.1080/00207179.2019.1578407","is_oa":true,"landing_page_url":"https://doi.org/10.1080/00207179.2019.1578407","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/00207179.2019.1578407?needAccess=true","source":{"id":"https://openalex.org/S88061139","display_name":"International Journal of Control","issn_l":"0020-7179","issn":["0020-7179","1366-5820"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Control","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/00207179.2019.1578407?needAccess=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078405221","display_name":"Lennart Ljung","orcid":"https://orcid.org/0000-0003-4881-8955"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Lennart Ljung","raw_affiliation_strings":["Division of Automatic Control, Department of Electrical Engineering, Link\u00f6ping University, Link\u00f6ping, Sweden"],"affiliations":[{"raw_affiliation_string":"Division of Automatic Control, Department of Electrical Engineering, Link\u00f6ping University, Link\u00f6ping, Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102935603","display_name":"Tianshi Chen","orcid":"https://orcid.org/0000-0001-8655-2655"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]},{"id":"https://openalex.org/I4210099586","display_name":"Shenzhen Research Institute of Big Data","ror":"https://ror.org/00z1gwf89","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099586"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianshi Chen","raw_affiliation_strings":["School of Science and Engineering and Shenzhen Research Institute of Big Data, The Chinese University of Hong Kong, Shenzhen, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Science and Engineering and Shenzhen Research Institute of Big Data, The Chinese University of Hong Kong, Shenzhen, People's Republic of China","institution_ids":["https://openalex.org/I4210116924","https://openalex.org/I4210099586"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016633088","display_name":"Biqiang Mu","orcid":"https://orcid.org/0000-0003-1340-7830"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210120485","display_name":"Academy of Mathematics and Systems Science","ror":"https://ror.org/02jkmyk67","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210120485"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Biqiang Mu","raw_affiliation_strings":["Key Laboratory of Systems and Control, Institute of Systems Science, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Systems and Control, Institute of Systems Science, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I4210120485","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078405221"],"corresponding_institution_ids":["https://openalex.org/I102134673"],"apc_list":null,"apc_paid":null,"fwci":11.9325,"has_fulltext":false,"cited_by_count":130,"citation_normalized_percentile":{"value":0.98951676,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"93","issue":"2","first_page":"173","last_page":"180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9988999962806702,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/identification","display_name":"Identification (biology)","score":0.7644380331039429},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6248936653137207},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5534083843231201},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5201737880706787},{"id":"https://openalex.org/keywords/system-identification","display_name":"System identification","score":0.5147176384925842},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5117537975311279},{"id":"https://openalex.org/keywords/paradigm-shift","display_name":"Paradigm shift","score":0.47524118423461914},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4460693299770355},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4198019504547119},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3607177436351776},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3451436161994934},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2506468892097473},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23101142048835754},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17603632807731628},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.13749274611473083}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7644380331039429},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6248936653137207},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5534083843231201},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5201737880706787},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.5147176384925842},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5117537975311279},{"id":"https://openalex.org/C43540301","wikidata":"https://www.wikidata.org/wiki/Q689971","display_name":"Paradigm shift","level":2,"score":0.47524118423461914},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4460693299770355},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4198019504547119},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3607177436351776},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3451436161994934},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2506468892097473},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23101142048835754},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17603632807731628},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.13749274611473083},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/00207179.2019.1578407","is_oa":true,"landing_page_url":"https://doi.org/10.1080/00207179.2019.1578407","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/00207179.2019.1578407?needAccess=true","source":{"id":"https://openalex.org/S88061139","display_name":"International Journal of Control","issn_l":"0020-7179","issn":["0020-7179","1366-5820"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Control","raw_type":"journal-article"},{"id":"pmh:oai:DiVA.org:liu-164209","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-164209","pdf_url":null,"source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article in journal"}],"best_oa_location":{"id":"doi:10.1080/00207179.2019.1578407","is_oa":true,"landing_page_url":"https://doi.org/10.1080/00207179.2019.1578407","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/00207179.2019.1578407?needAccess=true","source":{"id":"https://openalex.org/S88061139","display_name":"International Journal of Control","issn_l":"0020-7179","issn":["0020-7179","1366-5820"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Control","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1575499594","display_name":null,"funder_award_id":"61773329","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7289013729","display_name":null,"funder_award_id":"2014-5894","funder_id":"https://openalex.org/F4320322581","funder_display_name":"Vetenskapsr\u00e5det"},{"id":"https://openalex.org/G8866615116","display_name":null,"funder_award_id":"61603379","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322581","display_name":"Vetenskapsr\u00e5det","ror":"https://ror.org/03zttf063"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2912619267.pdf","grobid_xml":"https://content.openalex.org/works/W2912619267.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W178056938","https://openalex.org/W809676393","https://openalex.org/W1568892534","https://openalex.org/W1613489108","https://openalex.org/W1862263964","https://openalex.org/W1878468619","https://openalex.org/W1900832178","https://openalex.org/W1965324089","https://openalex.org/W1968128579","https://openalex.org/W1976446368","https://openalex.org/W2007240904","https://openalex.org/W2021065610","https://openalex.org/W2037479549","https://openalex.org/W2069100655","https://openalex.org/W2074528259","https://openalex.org/W2086901931","https://openalex.org/W2092766760","https://openalex.org/W2098729277","https://openalex.org/W2137889625","https://openalex.org/W2149846618","https://openalex.org/W2159660986","https://openalex.org/W2161083632","https://openalex.org/W2163204284","https://openalex.org/W2466070154","https://openalex.org/W2530686295","https://openalex.org/W2564963669","https://openalex.org/W2595675930","https://openalex.org/W2761573724","https://openalex.org/W2765992087","https://openalex.org/W2962875092","https://openalex.org/W2963093329","https://openalex.org/W2963774371","https://openalex.org/W3102624673","https://openalex.org/W3103767811","https://openalex.org/W4249762338","https://openalex.org/W4256734923","https://openalex.org/W4298871068"],"related_works":["https://openalex.org/W2005958233","https://openalex.org/W4214843831","https://openalex.org/W2410321111","https://openalex.org/W173782983","https://openalex.org/W2802231598","https://openalex.org/W1985637954","https://openalex.org/W245263593","https://openalex.org/W4385680714","https://openalex.org/W2210897239","https://openalex.org/W2383178796"],"abstract_inverted_index":{"System":[0],"identification":[1,32],"is":[2,39,52,73],"a":[3],"mature":[4],"research":[5],"area":[6],"with":[7],"well":[8],"established":[9],"paradigms,":[10],"mostly":[11],"based":[12],"on":[13,37,82],"classical":[14],"statistical":[15],"methods.":[16],"Recently,":[17],"there":[18],"has":[19],"been":[20],"considerable":[21],"interest":[22],"in":[23],"so":[24],"called":[25],"kernel-based":[26,65],"regularisation":[27,66],"methods":[28,67],"applied":[29],"to":[30,45,53,74],"system":[31,69],"problem.":[33],"The":[34,47,71],"recent":[35],"literature":[36],"this":[38,50],"extensive":[40],"and":[41,62,85],"at":[42],"times":[43],"difficult":[44],"digest.":[46],"purpose":[48],"of":[49,58,64,78],"contribution":[51],"provide":[54],"an":[55],"accessible":[56],"account":[57],"the":[59,76,83],"main":[60],"ideas":[61],"results":[63],"for":[68],"identification.":[70],"focus":[72],"assess":[75],"impact":[77],"these":[79],"new":[80],"techniques":[81],"field":[84],"traditional":[86],"paradigms.":[87]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":24},{"year":2022,"cited_by_count":28},{"year":2021,"cited_by_count":29},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":3}],"updated_date":"2026-03-24T08:02:53.985720","created_date":"2025-10-10T00:00:00"}