{"id":"https://openalex.org/W2761586288","doi":"https://doi.org/10.1109/ccta.2017.8062706","title":"Control relevant system identification using multiple short data sets","display_name":"Control relevant system identification using multiple short data sets","publication_year":2017,"publication_date":"2017-08-01","ids":{"openalex":"https://openalex.org/W2761586288","doi":"https://doi.org/10.1109/ccta.2017.8062706","mag":"2761586288"},"language":"en","primary_location":{"id":"doi:10.1109/ccta.2017.8062706","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccta.2017.8062706","pdf_url":null,"source":{"id":"https://openalex.org/S4306498159","display_name":"2017 IEEE Conference on Control Technology and Applications (CCTA)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Conference on Control Technology and Applications (CCTA)","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/A5031845460","display_name":"Ashfaque Bin Shafique","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ashfaque B. Shafique","raw_affiliation_strings":["The School of Electrical, Computer and Energy Engineering, Arizona State University, Tempe, AZ, USA"],"affiliations":[{"raw_affiliation_string":"The School of Electrical, Computer and Energy Engineering, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005485404","display_name":"Rakesh Chandra Joshi","orcid":"https://orcid.org/0000-0003-1264-9010"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rakesh Joshi","raw_affiliation_strings":["The School of Electrical, Computer and Energy Engineering, Arizona State University, Tempe, AZ, USA"],"affiliations":[{"raw_affiliation_string":"The School of Electrical, Computer and Energy Engineering, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109214274","display_name":"Konstantinos Tsakalis","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Konstantinos Tsakalis","raw_affiliation_strings":["The School of Electrical, Computer and Energy Engineering, Arizona State University, Tempe, AZ, USA"],"affiliations":[{"raw_affiliation_string":"The School of Electrical, Computer and Energy Engineering, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5031845460"],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":1.0821,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68938776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"17","issue":null,"first_page":"1728","last_page":"1733"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","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/T10876","display_name":"Fault Detection and Control Systems","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/T11236","display_name":"Control Systems and Identification","score":0.9987999796867371,"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/T11325","display_name":"Inertial Sensor and Navigation","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/computer-science","display_name":"Computer science","score":0.6653226017951965},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6431533098220825},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.46789777278900146},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3456730246543884},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21993103623390198}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6653226017951965},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6431533098220825},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.46789777278900146},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3456730246543884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21993103623390198},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccta.2017.8062706","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccta.2017.8062706","pdf_url":null,"source":{"id":"https://openalex.org/S4306498159","display_name":"2017 IEEE Conference on Control Technology and Applications (CCTA)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Conference on Control Technology and Applications (CCTA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320333449","display_name":"Strategic Environmental Research and Development Program","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W635698975","https://openalex.org/W1970299771","https://openalex.org/W1990092952","https://openalex.org/W2014700358","https://openalex.org/W2034928102","https://openalex.org/W2037479549","https://openalex.org/W2040675491","https://openalex.org/W2060466068","https://openalex.org/W2085950390","https://openalex.org/W2104217071","https://openalex.org/W2104428788","https://openalex.org/W2104536720","https://openalex.org/W2111010105","https://openalex.org/W2128673249","https://openalex.org/W2145922707","https://openalex.org/W2148855425","https://openalex.org/W2160146756","https://openalex.org/W2169851310","https://openalex.org/W2529350242","https://openalex.org/W6647970896"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"develop":[4],"a":[5,9,47,104,118,130,211],"data-driven":[6],"model":[7,33,113],"of":[8,34,46,55,59,89,93,128,142,156,178,198,229],"model-sized":[10],"aircraft":[11,136,191],"using":[12,149,200],"system":[13,208],"identification":[14,49],"(SysID)":[15],"techniques.":[16],"The":[17,37,91,162,182],"emphasis":[18],"is":[19,96],"placed":[20],"on":[21],"multiple":[22],"short":[23],"data":[24,202],"records":[25,38,203],"that":[26,75,83],"are":[27,39,52,76,117,123,146,223],"used":[28],"in":[29,137,192,210],"obtaining":[30],"an":[31,99,171],"initial":[32,206],"the":[35,44,56,60,112,115,126,135,176,179,190,205,221,227],"system.":[36,62],"\u201cshort\u201d":[40],"with":[41,154,165,213],"respect":[42],"to":[43,64,72,174,225],"length":[45,92,127],"\u201ctypical\u201d":[48],"experiment":[50,222],"and":[51,122,216],"necessary":[53],"because":[54],"unstable":[57],"nature":[58],"open-loop":[61],"Owing":[63],"this,":[65],"our":[66],"formulation":[67],"can":[68],"also":[69],"be":[70],"applied":[71],"other":[73],"systems":[74],"highly":[77],"non-linear":[78],"or":[79,120],"have":[80],"external":[81],"influences":[82],"act":[84],"over":[85],"relatively":[86],"longer":[87,201],"periods":[88],"time.":[90],"each":[94],"record":[95],"at":[97],"least":[98],"order":[100],"smaller":[101],"than":[102],"what":[103],"full-length":[105],"Pseudo-Random-Binary-Sequence":[106],"(PRBS)":[107],"sequence":[108,228],"would":[109],"require.":[110],"For":[111],"aircraft,":[114],"lengths":[116],"second":[119,196],"less":[121],"dictated":[124],"by":[125],"time":[129],"\u201cnovice\u201d":[131],"operator":[132],"could":[133],"keep":[134],"unconstrained":[138],"flight.":[139],"A":[140,195],"set":[141],"decentralized":[143],"PID":[144],"controllers":[145],"then":[147],"tuned":[148],"robust":[150],"control":[151],"techniques":[152],"augmented":[153],"computation":[155],"control-relevant":[157],"uncertainty":[158],"estimates":[159],"from":[160,204,220],"data.":[161],"uncertainty,":[163],"together":[164],"closed":[166],"loop":[167],"sensitivities":[168],"serve":[169],"as":[170],"essential":[172],"metric":[173],"evaluate":[175],"utility":[177],"obtained":[180],"model.":[181],"designed":[183],"controller":[184,212],"showed":[185],"acceptable":[186],"stabilization":[187],"properties":[188],"for":[189],"hover":[193],"mode.":[194],"iteration":[197],"SysID":[199],"stabilized":[207],"resulted":[209],"improved":[214],"bandwidth":[215],"reference":[217],"tracking.":[218],"Results":[219],"presented":[224],"illustrate":[226],"operations.":[230]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}