{"id":"https://openalex.org/W2478456854","doi":"https://doi.org/10.1109/acc.2016.7526076","title":"Non-parametric identification of linear parameter-varying spatially-interconnected systems using an LS-SVM approach","display_name":"Non-parametric identification of linear parameter-varying spatially-interconnected systems using an LS-SVM approach","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2478456854","doi":"https://doi.org/10.1109/acc.2016.7526076","mag":"2478456854"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2016.7526076","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2016.7526076","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 American Control Conference (ACC)","raw_type":"proceedings-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/A5100432500","display_name":"Qin Liu","orcid":"https://orcid.org/0000-0002-8979-5094"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Qin Liu","raw_affiliation_strings":["College of Engineering, University of Georgia, Athens, GA, USA"],"affiliations":[{"raw_affiliation_string":"College of Engineering, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003743605","display_name":"Javad Mohammadpour","orcid":"https://orcid.org/0000-0001-5146-8955"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Javad Mohammadpour","raw_affiliation_strings":["College of Engineering, University of Georgia, Athens, GA, USA"],"affiliations":[{"raw_affiliation_string":"College of Engineering, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088619613","display_name":"Roland T\u00f3th","orcid":"https://orcid.org/0000-0001-7570-6129"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Roland Toth","raw_affiliation_strings":["Control Systems Group, Eindhoven University of Technology, MB Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Control Systems Group, Eindhoven University of Technology, MB Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054285669","display_name":"Nader Meskin","orcid":"https://orcid.org/0000-0003-3098-9369"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Nader Meskin","raw_affiliation_strings":["Dept. of Electrical Engineering, Qatar University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100432500"],"corresponding_institution_ids":["https://openalex.org/I165733156"],"apc_list":null,"apc_paid":null,"fwci":0.2708,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.58603317,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"4592","last_page":"4597"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9986000061035156,"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"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.996399998664856,"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/parametric-statistics","display_name":"Parametric statistics","score":0.6638185381889343},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.6194321513175964},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5834490656852722},{"id":"https://openalex.org/keywords/distributed-parameter-system","display_name":"Distributed parameter system","score":0.5507845878601074},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5131228566169739},{"id":"https://openalex.org/keywords/estimation-theory","display_name":"Estimation theory","score":0.48022183775901794},{"id":"https://openalex.org/keywords/bernoullis-principle","display_name":"Bernoulli's principle","score":0.4725363552570343},{"id":"https://openalex.org/keywords/system-identification","display_name":"System identification","score":0.44866594672203064},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4474395513534546},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4375171959400177},{"id":"https://openalex.org/keywords/parametric-model","display_name":"Parametric model","score":0.4354923665523529},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3991369903087616},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3902057707309723},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3795281648635864},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.37385037541389465},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.3463474214076996},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30513250827789307},{"id":"https://openalex.org/keywords/partial-differential-equation","display_name":"Partial differential equation","score":0.2967633008956909},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.2637106776237488},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11556726694107056},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08702290058135986}],"concepts":[{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.6638185381889343},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.6194321513175964},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5834490656852722},{"id":"https://openalex.org/C112714845","wikidata":"https://www.wikidata.org/wiki/Q1482001","display_name":"Distributed parameter system","level":3,"score":0.5507845878601074},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5131228566169739},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.48022183775901794},{"id":"https://openalex.org/C152361515","wikidata":"https://www.wikidata.org/wiki/Q181328","display_name":"Bernoulli's principle","level":2,"score":0.4725363552570343},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.44866594672203064},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4474395513534546},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4375171959400177},{"id":"https://openalex.org/C24574437","wikidata":"https://www.wikidata.org/wiki/Q7135228","display_name":"Parametric model","level":3,"score":0.4354923665523529},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3991369903087616},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3902057707309723},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3795281648635864},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.37385037541389465},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3463474214076996},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30513250827789307},{"id":"https://openalex.org/C93779851","wikidata":"https://www.wikidata.org/wiki/Q271977","display_name":"Partial differential equation","level":2,"score":0.2967633008956909},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2637106776237488},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11556726694107056},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08702290058135986},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":8,"locations":[{"id":"doi:10.1109/acc.2016.7526076","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2016.7526076","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 American Control Conference (ACC)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/14677a64-ee9b-4638-a391-7db8a0bfa27a","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/14677a64-ee9b-4638-a391-7db8a0bfa27a","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Liu, Q, Mohammadpour, J, Toth, R & Meskin, N 2016, Non-parametric identification of linear parameter-varying spatially-interconnected systems using an LS-SVM approach. in Proceedings of the American Control Conference (ACC), 6-8 July 2016, Boston, Massachusetts. American Automatic Control Council (AACC), pp. 4592-4597, 2016 American Control Conference (ACC 2016), July 6-8, 2016, Boston, MA, USA, Boston, MA, United States, 6/07/16. https://doi.org/10.1109/ACC.2016.7526076","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:853644","is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=853644","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University 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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:885732","is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=885732","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University 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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:library.tue.nl:853644","is_oa":false,"landing_page_url":"http://repository.tue.nl/853644","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University 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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:library.tue.nl:885732","is_oa":false,"landing_page_url":"http://repository.tue.nl/885732","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University 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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:qspace.qu.edu.qa:10576/22360","is_oa":false,"landing_page_url":"http://hdl.handle.net/10576/22360","pdf_url":null,"source":{"id":"https://openalex.org/S4306400014","display_name":"Qatar University QSpace (Qatar University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60342839","host_organization_name":"Qatar University","host_organization_lineage":["https://openalex.org/I60342839"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:tue:oai:pure.tue.nl:publications/14677a64-ee9b-4638-a391-7db8a0bfa27a","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/14677a64-ee9b-4638-a391-7db8a0bfa27a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the American Control Conference (ACC), 6-8 July 2016, Boston, Massachusetts, 4592 - 4597","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1593910525","https://openalex.org/W1596717185","https://openalex.org/W1979151690","https://openalex.org/W1989127700","https://openalex.org/W2017634822","https://openalex.org/W2021016364","https://openalex.org/W2023685280","https://openalex.org/W2037176786","https://openalex.org/W2070032165","https://openalex.org/W2092667014","https://openalex.org/W2094105911","https://openalex.org/W2098052744","https://openalex.org/W2111836897","https://openalex.org/W2113194976","https://openalex.org/W2118142130","https://openalex.org/W2119821739","https://openalex.org/W2130865277","https://openalex.org/W2140450301","https://openalex.org/W2166778103","https://openalex.org/W2167511101","https://openalex.org/W2180296759","https://openalex.org/W2245176828","https://openalex.org/W2292555842","https://openalex.org/W3003314394","https://openalex.org/W3216003845","https://openalex.org/W4239510810","https://openalex.org/W6635475291","https://openalex.org/W6667736605","https://openalex.org/W6679643385"],"related_works":["https://openalex.org/W2362988860","https://openalex.org/W2113517853","https://openalex.org/W2782604725","https://openalex.org/W1909999440","https://openalex.org/W1576040274","https://openalex.org/W2292555842","https://openalex.org/W2076921558","https://openalex.org/W2171855238","https://openalex.org/W2094241856","https://openalex.org/W2101377286"],"abstract_inverted_index":{"This":[0],"paper":[1],"considers":[2],"a":[3,19,40,85,90],"general":[4],"approach":[5,88,120],"for":[6],"the":[7,28,32,64,68,79,101,104,108,118],"identification":[8,29,42,87],"of":[9,43,63,67,117],"partial":[10],"differential":[11],"equation-governed":[12],"spatially-distributed":[13],"systems.":[14],"Spatial":[15],"discretization":[16],"virtually":[17],"divides":[18],"system":[20],"into":[21],"spatially-interconnected":[22,44],"subsystems,":[23],"which":[24],"allows":[25],"to":[26,76],"define":[27],"problem":[30],"at":[31],"subsystem":[33],"level.":[34],"Here":[35],"we":[36,83],"focus":[37],"on":[38,71,107,123],"such":[39],"distributed":[41],"systems":[45],"with":[46,127],"temporal/spatial":[47,56],"varying":[48,128],"properties,":[49],"whose":[50],"dynamics":[51],"can":[52],"be":[53],"captured":[54],"by":[55],"linear":[57],"parameter-varying":[58],"(LPV)":[59],"models.":[60,81],"Inaccurate":[61],"selection":[62],"functional":[65],"dependencies":[66],"model":[69,105],"parameters":[70],"scheduling":[72,109],"variables":[73,110],"may":[74],"lead":[75],"bias":[77],"in":[78,100],"identified":[80],"Hence,":[82],"propose":[84],"non-parametric":[86],"via":[89],"least-squares":[91],"support":[92],"vector":[93],"machine":[94],"(LS-SVM)":[95],"-":[96],"`non-parametric'":[97],"estimation":[98],"is":[99,111,121],"sense":[102],"that":[103],"dependence":[106],"not":[112],"explicitly":[113],"parametrized.":[114],"The":[115],"performance":[116],"proposed":[119],"evaluated":[122],"an":[124],"Euler-Bernoulli":[125],"beam":[126],"thickness.":[129]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
