{"id":"https://openalex.org/W2735247161","doi":"https://doi.org/10.23919/acc.2017.7963057","title":"Handling multi-rate and missing data in system identification","display_name":"Handling multi-rate and missing data in system identification","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2735247161","doi":"https://doi.org/10.23919/acc.2017.7963057","mag":"2735247161"},"language":"en","primary_location":{"id":"doi:10.23919/acc.2017.7963057","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc.2017.7963057","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 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/A5035087488","display_name":"Mudassir Rashid","orcid":"https://orcid.org/0000-0003-4521-0872"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mudassir M. Rashid","raw_affiliation_strings":["Department of Chemical Engineering, McMaster University, Hamilton, Ontario, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering, McMaster University, Hamilton, Ontario, Canada","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016353717","display_name":"Prashant Mhaskar","orcid":"https://orcid.org/0000-0001-5866-211X"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Prashant Mhaskar","raw_affiliation_strings":["Department of Chemical Engineering, McMaster University, Hamilton, Ontario, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering, McMaster University, Hamilton, Ontario, Canada","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013153870","display_name":"Christopher L.E. Swartz","orcid":"https://orcid.org/0000-0003-3153-178X"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Christopher L. E. Swartz","raw_affiliation_strings":["Department of Chemical Engineering, McMaster University, Hamilton, Ontario, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering, McMaster University, Hamilton, Ontario, Canada","institution_ids":["https://openalex.org/I98251732"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08979946,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"839","last_page":"844"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9991999864578247,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9968000054359436,"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/missing-data","display_name":"Missing data","score":0.8014545440673828},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6630331873893738},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.650715708732605},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.6257809400558472},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.586855411529541},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5729246139526367},{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"Singular value decomposition","score":0.567892849445343},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.45653635263442993},{"id":"https://openalex.org/keywords/batch-processing","display_name":"Batch processing","score":0.45016369223594666},{"id":"https://openalex.org/keywords/system-identification","display_name":"System identification","score":0.4265348017215729},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3164738416671753},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26455795764923096},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.09055283665657043}],"concepts":[{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.8014545440673828},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6630331873893738},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.650715708732605},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.6257809400558472},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.586855411529541},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5729246139526367},{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.567892849445343},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.45653635263442993},{"id":"https://openalex.org/C172658912","wikidata":"https://www.wikidata.org/wiki/Q661613","display_name":"Batch processing","level":2,"score":0.45016369223594666},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.4265348017215729},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3164738416671753},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26455795764923096},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.09055283665657043},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/acc.2017.7963057","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc.2017.7963057","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 American Control Conference (ACC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W178056938","https://openalex.org/W1973980088","https://openalex.org/W1987142714","https://openalex.org/W1991773227","https://openalex.org/W2006905088","https://openalex.org/W2011691068","https://openalex.org/W2024514173","https://openalex.org/W2034487019","https://openalex.org/W2068739623","https://openalex.org/W2077732800","https://openalex.org/W2113615858","https://openalex.org/W2120142311","https://openalex.org/W2140993382","https://openalex.org/W2148087508","https://openalex.org/W2237689036","https://openalex.org/W2280443225","https://openalex.org/W2963937718","https://openalex.org/W6681103074"],"related_works":["https://openalex.org/W4380150146","https://openalex.org/W3024870410","https://openalex.org/W2410652950","https://openalex.org/W4283773154","https://openalex.org/W3139174110","https://openalex.org/W4289597203","https://openalex.org/W2085630472","https://openalex.org/W1977098485","https://openalex.org/W4285201053","https://openalex.org/W2753779043"],"abstract_inverted_index":{"In":[0],"the":[1,6,43,55,61,64],"present":[2],"work":[3],"we":[4,24],"consider":[5],"problem":[7],"of":[8,12,35,63,76],"subspace-based":[9],"system":[10,28],"identification":[11,29,71],"batch":[13,32],"processes":[14,33],"subject":[15,72],"to":[16,54,69,73],"multi-rate":[17,37],"and":[18,38,81],"missing":[19,39,79],"data.":[20],"To":[21],"this":[22],"end,":[23],"develop":[25],"a":[26],"state-space":[27],"approach":[30,67],"for":[31],"capable":[34],"handling":[36],"data":[40,80],"by":[41],"utilizing":[42],"incremental":[44],"singular":[45],"value":[46],"decomposition":[47],"technique.":[48],"Simulation":[49],"case":[50],"studies":[51],"involving":[52],"application":[53],"electric":[56],"arc":[57],"furnace":[58],"process":[59,77],"demonstrate":[60],"efficacy":[62],"proposed":[65],"modeling":[66],"compared":[68],"traditional":[70],"limited":[74],"availability":[75],"measurements,":[78],"measurement":[82],"noise.":[83]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
