{"id":"https://openalex.org/W4405179146","doi":"https://doi.org/10.1109/lcsys.2024.3514995","title":"Sample Complexity Bounds for Linear System Identification From a Finite Set","display_name":"Sample Complexity Bounds for Linear System Identification From a Finite Set","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4405179146","doi":"https://doi.org/10.1109/lcsys.2024.3514995"},"language":"en","primary_location":{"id":"doi:10.1109/lcsys.2024.3514995","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcsys.2024.3514995","pdf_url":null,"source":{"id":"https://openalex.org/S4306422535","display_name":"IEEE Control Systems Letters","issn_l":"2475-1456","issn":["2475-1456"],"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 Control Systems 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/A5093743373","display_name":"Nicolas Chatzikiriakos","orcid":null},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nicolas Chatzikiriakos","raw_affiliation_strings":["Institute for Systems Theory and Automatic Control, University of Stuttgart, Stuttgart, Germany","University of Stuttgart, Institute for Systems Theory and Automatic Control, Stuttgart, Germany"],"raw_orcid":"https://orcid.org/0009-0006-4095-111X","affiliations":[{"raw_affiliation_string":"Institute for Systems Theory and Automatic Control, University of Stuttgart, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"University of Stuttgart, Institute for Systems Theory and Automatic Control, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070703646","display_name":"Andrea Iannelli","orcid":"https://orcid.org/0000-0002-1865-6978"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andrea Iannelli","raw_affiliation_strings":["Institute for Systems Theory and Automatic Control, University of Stuttgart, Stuttgart, Germany","University of Stuttgart, Institute for Systems Theory and Automatic Control, Stuttgart, Germany"],"raw_orcid":"https://orcid.org/0000-0002-1865-6978","affiliations":[{"raw_affiliation_string":"Institute for Systems Theory and Automatic Control, University of Stuttgart, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"University of Stuttgart, Institute for Systems Theory and Automatic Control, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I100066346"],"apc_list":null,"apc_paid":null,"fwci":0.2715,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5755133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"8","issue":null,"first_page":"2751","last_page":"2756"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9936000108718872,"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":0.9936000108718872,"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":0.935699999332428,"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/set","display_name":"Set (abstract data type)","score":0.6207765340805054},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5889500975608826},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.5200885534286499},{"id":"https://openalex.org/keywords/sample-complexity","display_name":"Sample complexity","score":0.44469642639160156},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.43985801935195923},{"id":"https://openalex.org/keywords/linear-system","display_name":"Linear system","score":0.4156794846057892},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.4011586904525757},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3900337815284729},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34993118047714233},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18481647968292236},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.16518276929855347},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15656045079231262},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06907859444618225}],"concepts":[{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6207765340805054},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5889500975608826},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5200885534286499},{"id":"https://openalex.org/C2778445095","wikidata":"https://www.wikidata.org/wiki/Q18354077","display_name":"Sample complexity","level":2,"score":0.44469642639160156},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.43985801935195923},{"id":"https://openalex.org/C6802819","wikidata":"https://www.wikidata.org/wiki/Q1072174","display_name":"Linear system","level":2,"score":0.4156794846057892},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.4011586904525757},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3900337815284729},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34993118047714233},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18481647968292236},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.16518276929855347},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15656045079231262},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06907859444618225},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lcsys.2024.3514995","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcsys.2024.3514995","pdf_url":null,"source":{"id":"https://openalex.org/S4306422535","display_name":"IEEE Control Systems Letters","issn_l":"2475-1456","issn":["2475-1456"],"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 Control Systems Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5999225373","display_name":null,"funder_award_id":"EXC 2075\u2013390740016","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320337214","display_name":"Stuttgart Center for Simulation Science, Universit\u00e4t Stuttgart","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1916369423","https://openalex.org/W1995063858","https://openalex.org/W2012879446","https://openalex.org/W2017919516","https://openalex.org/W2054137409","https://openalex.org/W2111367974","https://openalex.org/W2146081698","https://openalex.org/W2962735187","https://openalex.org/W2966348706","https://openalex.org/W3011447346","https://openalex.org/W3011941701","https://openalex.org/W3012486308","https://openalex.org/W4206530644","https://openalex.org/W4210776410","https://openalex.org/W4211030719","https://openalex.org/W4240691156","https://openalex.org/W4388666639","https://openalex.org/W6678092311","https://openalex.org/W6748537339","https://openalex.org/W6756955122","https://openalex.org/W6786290546"],"related_works":["https://openalex.org/W2964179321","https://openalex.org/W2898732673","https://openalex.org/W2607437843","https://openalex.org/W4295700147","https://openalex.org/W2963162727","https://openalex.org/W2394308601","https://openalex.org/W2412267837","https://openalex.org/W2106714532","https://openalex.org/W4297979791","https://openalex.org/W3012486308"],"abstract_inverted_index":{"This":[0],"letter":[1],"considers":[2],"a":[3,16,56,70],"finite":[4,17],"sample":[5,46,75,86],"perspective":[6],"on":[7,55],"the":[8,30,36,49,74,81],"problem":[9],"of":[10,19,80],"identifying":[11],"an":[12,41],"LTI":[13],"system":[14,38],"from":[15,65],"set":[18],"possible":[20],"systems":[21],"using":[22],"trajectory":[23],"data.":[24],"To":[25],"this":[26],"end,":[27],"we":[28,62],"use":[29],"maximum":[31],"likelihood":[32],"estimator":[33],"to":[34,68,73],"identify":[35],"true":[37],"and":[39,92],"provide":[40,69],"upper":[42],"bound":[43,51,72],"for":[44],"its":[45],"complexity.":[47],"Crucially,":[48],"derived":[50,85],"does":[52],"not":[53],"rely":[54],"potentially":[57],"restrictive":[58],"stability":[59],"assumption.":[60],"Additionally,":[61],"leverage":[63],"tools":[64],"information":[66],"theory":[67],"lower":[71],"complexity":[76,87],"that":[77],"holds":[78],"independently":[79],"used":[82],"estimator.":[83],"The":[84],"bounds":[88],"are":[89],"analyzed":[90],"analytically":[91],"numerically.":[93]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
