{"id":"https://openalex.org/W4205761702","doi":"https://doi.org/10.1109/tnnls.2021.3137426","title":"Chance-Constrained H<sub>\u221e</sub> State Estimation for Recursive Neural Networks Under Deception Attacks and Energy Constraints: The Finite-Horizon Case","display_name":"Chance-Constrained H<sub>\u221e</sub> State Estimation for Recursive Neural Networks Under Deception Attacks and Energy Constraints: The Finite-Horizon Case","publication_year":2022,"publication_date":"2022-01-07","ids":{"openalex":"https://openalex.org/W4205761702","doi":"https://doi.org/10.1109/tnnls.2021.3137426","pmid":"https://pubmed.ncbi.nlm.nih.gov/34995198"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2021.3137426","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2021.3137426","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5083934526","display_name":"Fanrong Qu","orcid":"https://orcid.org/0009-0005-6526-3586"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fanrong Qu","raw_affiliation_strings":["College of Science, University of Shanghai for Science and Technology, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Science, University of Shanghai for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050172715","display_name":"Engang Tian","orcid":"https://orcid.org/0000-0002-8169-5347"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Engang Tian","raw_affiliation_strings":["School of Optical Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-8169-5347","affiliations":[{"raw_affiliation_string":"School of Optical Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102631072","display_name":"Xia Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]},{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xia Zhao","raw_affiliation_strings":["College of Science, University of Shanghai for Science and Technology, Shanghai, China","School of Automation Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Science, University of Shanghai for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]},{"raw_affiliation_string":"School of Automation Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.3913,"has_fulltext":false,"cited_by_count":85,"citation_normalized_percentile":{"value":0.98355514,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"34","issue":"9","first_page":"6492","last_page":"6503"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12676","display_name":"Machine Learning and ELM","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9936000108718872,"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":0.9907000064849854,"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/deception","display_name":"Deception","score":0.8126278519630432},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.7585493922233582},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.7398588061332703},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6155564785003662},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5465145707130432},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.5209206938743591},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5057544708251953},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.48397111892700195},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4630261957645416},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.428816556930542},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3380325436592102},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3189900517463684},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3183860182762146},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.25032711029052734},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23355799913406372},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08745399117469788}],"concepts":[{"id":"https://openalex.org/C2779267917","wikidata":"https://www.wikidata.org/wiki/Q170028","display_name":"Deception","level":2,"score":0.8126278519630432},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.7585493922233582},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.7398588061332703},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6155564785003662},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5465145707130432},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5209206938743591},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5057544708251953},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.48397111892700195},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4630261957645416},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.428816556930542},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3380325436592102},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3189900517463684},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3183860182762146},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.25032711029052734},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23355799913406372},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08745399117469788},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2021.3137426","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2021.3137426","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:34995198","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34995198","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks and learning systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2381602841","display_name":null,"funder_award_id":"61773218","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2930414529","display_name":null,"funder_award_id":"21ZR444900","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"},{"id":"https://openalex.org/G3144160905","display_name":null,"funder_award_id":"61903252","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3656832279","display_name":null,"funder_award_id":"62173231","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320336023","display_name":"Program for Professor of Special Appointment (Eastern Scholar) at Shanghai Institutions of Higher Learning","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1791521252","https://openalex.org/W1995473414","https://openalex.org/W2006522737","https://openalex.org/W2011621283","https://openalex.org/W2027052584","https://openalex.org/W2068362280","https://openalex.org/W2118204568","https://openalex.org/W2120652887","https://openalex.org/W2282454852","https://openalex.org/W2403750418","https://openalex.org/W2549961147","https://openalex.org/W2552008386","https://openalex.org/W2554850913","https://openalex.org/W2751167216","https://openalex.org/W2793397694","https://openalex.org/W2891943454","https://openalex.org/W2899294337","https://openalex.org/W2899372209","https://openalex.org/W2949677133","https://openalex.org/W2958975683","https://openalex.org/W2995698009","https://openalex.org/W2998948574","https://openalex.org/W3004133531","https://openalex.org/W3005874366","https://openalex.org/W3011490591","https://openalex.org/W3016714659","https://openalex.org/W3026230478","https://openalex.org/W3030728358","https://openalex.org/W3033735472","https://openalex.org/W3043503456","https://openalex.org/W3083423302","https://openalex.org/W3096178361","https://openalex.org/W3111635293","https://openalex.org/W3120726845","https://openalex.org/W3122244891","https://openalex.org/W3134002281","https://openalex.org/W3136268358","https://openalex.org/W3160689656","https://openalex.org/W3189578536"],"related_works":["https://openalex.org/W1667647204","https://openalex.org/W2165717120","https://openalex.org/W2404647514","https://openalex.org/W4247536566","https://openalex.org/W2039390456","https://openalex.org/W2948663225","https://openalex.org/W2029954793","https://openalex.org/W4241418540","https://openalex.org/W2018477250","https://openalex.org/W1992683634"],"abstract_inverted_index":{"In":[0],"this":[1],"article,":[2],"the":[3,44,47,50,59,62,75,92,97,104,117,121,150,155],"chance-constrained":[4],"<inline-formula":[5,82,105],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[6,83,106],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[7,84,107],"<tex-math":[8,85,108],"notation=\"LaTeX\">$H_{\\infty":[9,86,109],"}$":[10,87,110],"</tex-math></inline-formula>":[11,88,111],"state":[12],"estimation":[13,157],"problem":[14,77,130],"is":[15,39,65,78,113,124],"investigated":[16],"for":[17],"a":[18,128,138,142],"class":[19],"of":[20,46,52,61,74,96,120,154],"time-varying":[21],"neural":[22],"networks":[23],"subject":[24],"to":[25,79,132,148],"measurements":[26],"degradation":[27],"and":[28,49,58,68,103,141,152],"randomly":[29],"occurring":[30],"deception":[31,36,63],"attacks.":[32],"A":[33],"novel":[34],"energy-constrained":[35],"attack":[37,48,64],"model":[38],"proposed,":[40],"in":[41],"which":[42],"both":[43],"occurrence":[45],"selection":[51],"released":[53],"faked":[54],"packet":[55],"are":[56,101,146],"random":[57],"energy":[60],"introduced,":[66],"calculated,":[67],"analyzed":[69],"quantitatively.":[70],"The":[71],"main":[72],"purpose":[73],"addressed":[76],"design":[80],"an":[81],"estimator":[89,122],"such":[90],"that":[91],"prefixed":[93],"probabilistic":[94],"constraints":[95],"system":[98,145],"error":[99],"dynamics":[100],"satisfied":[102],"performance":[112],"also":[114],"ensured.":[115],"Subsequently,":[116],"explicit":[118],"expression":[119],"gains":[123],"derived":[125],"by":[126],"solving":[127],"minimization":[129],"subjected":[131],"certain":[133],"recursive":[134],"inequality":[135],"constraints.":[136],"Finally,":[137],"numerical":[139],"example":[140],"practical":[143],"three-tank":[144],"utilized":[147],"demonstrate":[149],"correctness":[151],"effectiveness":[153],"proposed":[156],"scheme.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":24},{"year":2022,"cited_by_count":21}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
