{"id":"https://openalex.org/W2986327801","doi":"https://doi.org/10.23919/iconac.2019.8895218","title":"H<sub>\u221e</sub> State Estimation for Neural Networks Subject to Missing Measurements with Uncertain Missing Probabilities","display_name":"H<sub>\u221e</sub> State Estimation for Neural Networks Subject to Missing Measurements with Uncertain Missing Probabilities","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2986327801","doi":"https://doi.org/10.23919/iconac.2019.8895218","mag":"2986327801"},"language":"en","primary_location":{"id":"doi:10.23919/iconac.2019.8895218","is_oa":false,"landing_page_url":"https://doi.org/10.23919/iconac.2019.8895218","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 25th International Conference on Automation and Computing (ICAC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100462957","display_name":"Jiahui Li","orcid":"https://orcid.org/0000-0002-4092-9004"},"institutions":[{"id":"https://openalex.org/I921716337","display_name":"Northeast Petroleum University","ror":"https://ror.org/03net5943","country_code":"CN","type":"education","lineage":["https://openalex.org/I921716337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiahui Li","raw_affiliation_strings":["Northeast Petroleum University,Institute of Complex Systems and Advanced Control,Daqing,China,163318"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeast Petroleum University,Institute of Complex Systems and Advanced Control,Daqing,China,163318","institution_ids":["https://openalex.org/I921716337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100699858","display_name":"Zidong Wang","orcid":"https://orcid.org/0000-0002-9576-7401"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zidong Wang","raw_affiliation_strings":["Brunel University London,Department of Computer Science,Uxbridge,Middlesex,United Kingdom,UB8 3PH"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brunel University London,Department of Computer Science,Uxbridge,Middlesex,United Kingdom,UB8 3PH","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064660687","display_name":"Hongli Dong","orcid":"https://orcid.org/0000-0001-8531-6757"},"institutions":[{"id":"https://openalex.org/I921716337","display_name":"Northeast Petroleum University","ror":"https://ror.org/03net5943","country_code":"CN","type":"education","lineage":["https://openalex.org/I921716337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongli Dong","raw_affiliation_strings":["Northeast Petroleum University,Institute of Complex Systems and Advanced Control,Daqing,China,163318"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeast Petroleum University,Institute of Complex Systems and Advanced Control,Daqing,China,163318","institution_ids":["https://openalex.org/I921716337"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10046","display_name":"Stability and Control of Uncertain Systems","score":0.9990000128746033,"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":0.9911999702453613,"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/estimator","display_name":"Estimator","score":0.7080761790275574},{"id":"https://openalex.org/keywords/bernoullis-principle","display_name":"Bernoulli's principle","score":0.5996311902999878},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.5720458626747131},{"id":"https://openalex.org/keywords/bernoulli-distribution","display_name":"Bernoulli distribution","score":0.5433807969093323},{"id":"https://openalex.org/keywords/bounded-function","display_name":"Bounded function","score":0.5332963466644287},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.501004695892334},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.49598273634910583},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49018436670303345},{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.4384651184082031},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.43741652369499207},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.429985374212265},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.4291017949581146},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.42005422711372375},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.40885472297668457},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3327426314353943},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.2729620933532715},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2535461187362671},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.25112199783325195},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1326219141483307}],"concepts":[{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.7080761790275574},{"id":"https://openalex.org/C152361515","wikidata":"https://www.wikidata.org/wiki/Q181328","display_name":"Bernoulli's principle","level":2,"score":0.5996311902999878},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.5720458626747131},{"id":"https://openalex.org/C27956954","wikidata":"https://www.wikidata.org/wiki/Q391371","display_name":"Bernoulli distribution","level":3,"score":0.5433807969093323},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.5332963466644287},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.501004695892334},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.49598273634910583},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49018436670303345},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.4384651184082031},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.43741652369499207},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.429985374212265},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.4291017949581146},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.42005422711372375},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.40885472297668457},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3327426314353943},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.2729620933532715},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2535461187362671},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.25112199783325195},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1326219141483307},{"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/iconac.2019.8895218","is_oa":false,"landing_page_url":"https://doi.org/10.23919/iconac.2019.8895218","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 25th International Conference on Automation and Computing (ICAC)","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":25,"referenced_works":["https://openalex.org/W2001200079","https://openalex.org/W2042663758","https://openalex.org/W2058907134","https://openalex.org/W2068743116","https://openalex.org/W2072338133","https://openalex.org/W2116576949","https://openalex.org/W2160121923","https://openalex.org/W2167859864","https://openalex.org/W2169074446","https://openalex.org/W2169564465","https://openalex.org/W2192655208","https://openalex.org/W2210708668","https://openalex.org/W2280698101","https://openalex.org/W2343217457","https://openalex.org/W2562228023","https://openalex.org/W2587034300","https://openalex.org/W2588416939","https://openalex.org/W2613261631","https://openalex.org/W2617408255","https://openalex.org/W2619461977","https://openalex.org/W2773799782","https://openalex.org/W2810677112","https://openalex.org/W2890361855","https://openalex.org/W2890604364","https://openalex.org/W2897723802"],"related_works":["https://openalex.org/W2236428207","https://openalex.org/W4366387587","https://openalex.org/W2151706800","https://openalex.org/W2099646276","https://openalex.org/W1982788967","https://openalex.org/W4324123865","https://openalex.org/W2786287312","https://openalex.org/W4237517023","https://openalex.org/W2933707278","https://openalex.org/W3198935159"],"abstract_inverted_index":{"This":[0,53],"paper":[1,54],"addresses":[2],"the":[3,32,38,64,69,77,90,93,110,131,134],"H":[4,71],"<sub":[5,72],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[6,73],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">\u221e</sub>":[7,74],"state":[8,60],"estimation":[9,79,136],"problem":[10],"for":[11,89],"a":[12,50,98,118,123],"type":[13],"of":[14,22,76,92,100,133],"neural":[15],"networks":[16],"with":[17,117],"missing":[18,35,39],"measurements.":[19],"A":[20,85],"series":[21],"stochastic":[23,106],"variables":[24],"obeying":[25],"Bernoulli":[26],"distributions":[27],"is":[28,41,87,126],"adopted":[29],"to":[30,43,56,97,129],"characterize":[31],"randomly":[33],"occurring":[34],"measurements,":[36],"where":[37],"probability":[40],"considered":[42],"be":[44,83],"changeable":[45],"over":[46],"time":[47],"and":[48,68,109],"satisfies":[49],"norm-bounded":[51],"condition.":[52],"aims":[55],"construct":[57],"an":[58],"effective":[59],"estimator":[61,95,111],"such":[62],"that":[63],"mean-square":[65],"asymptotical":[66],"stability":[67],"specified":[70],"performance":[75],"augmented":[78],"error":[80],"system":[81],"can":[82],"achieved.":[84],"criterion":[86],"given":[88],"existence":[91],"admissible":[94],"according":[96],"combination":[99],"Lyapunov":[101],"theory":[102],"as":[103,105],"well":[104],"analysis":[107],"technique,":[108],"parameters":[112],"are":[113],"obtained":[114],"by":[115],"dealing":[116],"convex":[119],"optimization":[120],"problem.":[121],"Finally,":[122],"simulation":[124],"example":[125],"carried":[127],"out":[128],"illustrate":[130],"usefulness":[132],"provided":[135],"scheme.":[137]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}