{"id":"https://openalex.org/W1483364387","doi":"https://doi.org/10.1109/ijcnn.2005.1556251","title":"Design and stabilization of sampled-data neural-network-based control systems","display_name":"Design and stabilization of sampled-data neural-network-based control systems","publication_year":2006,"publication_date":"2006-01-05","ids":{"openalex":"https://openalex.org/W1483364387","doi":"https://doi.org/10.1109/ijcnn.2005.1556251","mag":"1483364387"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2005.1556251","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2005.1556251","pdf_url":null,"source":{"id":"https://openalex.org/S4363609022","display_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","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":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","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/A5059514204","display_name":"Hak\u2010Keung Lam","orcid":"https://orcid.org/0000-0002-6572-7265"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]},{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB","HK"],"is_corresponding":true,"raw_author_name":"H.K. Lam","raw_affiliation_strings":["Centre for Multimedia Signal Processing, Department of Electronic and Information Engineering, Hong Kong Polytechnic University, Kowloon, Hong Kong, China","Dept. of Electron. & Electr. Eng., King's Coll., London"],"affiliations":[{"raw_affiliation_string":"Centre for Multimedia Signal Processing, Department of Electronic and Information Engineering, Hong Kong Polytechnic University, Kowloon, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"Dept. of Electron. & Electr. Eng., King's Coll., London","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056524805","display_name":"F.H.F. Leung","orcid":"https://orcid.org/0000-0003-3921-7074"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"F.H.F. Leung","raw_affiliation_strings":["Centre for Multimedia Signal Processing, Department of Electronic and Information Engineering, Hong Kong Polytechnic University, Kowloon, Hong Kong, China","[Centre for Multimedia Signal Processing, Department of Electronic and Information Engineering, Hong Kong Polytechnic University, Kowloon, Hong Kong, China]"],"affiliations":[{"raw_affiliation_string":"Centre for Multimedia Signal Processing, Department of Electronic and Information Engineering, Hong Kong Polytechnic University, Kowloon, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"[Centre for Multimedia Signal Processing, Department of Electronic and Information Engineering, Hong Kong Polytechnic University, Kowloon, Hong Kong, China]","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5059514204"],"corresponding_institution_ids":["https://openalex.org/I14243506","https://openalex.org/I183935753"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.10209059,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"4","issue":null,"first_page":"2249","last_page":"2254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9994000196456909,"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/T10320","display_name":"Neural Networks and Applications","score":0.9994000196456909,"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/T10040","display_name":"Adaptive Control of Nonlinear Systems","score":0.9955999851226807,"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/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9890999794006348,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.7664807438850403},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7287008166313171},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.6398650407791138},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6067678928375244},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5514017343521118},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5086327791213989},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.49119874835014343},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.45593374967575073},{"id":"https://openalex.org/keywords/stability-conditions","display_name":"Stability conditions","score":0.4423930048942566},{"id":"https://openalex.org/keywords/linear-matrix-inequality","display_name":"Linear matrix inequality","score":0.4104901850223541},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.377792626619339},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.36458444595336914},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2527170777320862},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.24264875054359436},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20611006021499634},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18555212020874023},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12483972311019897},{"id":"https://openalex.org/keywords/discrete-time-and-continuous-time","display_name":"Discrete time and continuous time","score":0.0814279317855835}],"concepts":[{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.7664807438850403},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7287008166313171},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.6398650407791138},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6067678928375244},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5514017343521118},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5086327791213989},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.49119874835014343},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.45593374967575073},{"id":"https://openalex.org/C143170015","wikidata":"https://www.wikidata.org/wiki/Q17007850","display_name":"Stability conditions","level":3,"score":0.4423930048942566},{"id":"https://openalex.org/C201829737","wikidata":"https://www.wikidata.org/wiki/Q2022760","display_name":"Linear matrix inequality","level":2,"score":0.4104901850223541},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.377792626619339},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.36458444595336914},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2527170777320862},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.24264875054359436},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20611006021499634},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18555212020874023},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12483972311019897},{"id":"https://openalex.org/C55689738","wikidata":"https://www.wikidata.org/wiki/Q15963867","display_name":"Discrete time and continuous time","level":2,"score":0.0814279317855835},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1109/ijcnn.2005.1556251","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2005.1556251","pdf_url":null,"source":{"id":"https://openalex.org/S4363609022","display_name":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","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":"Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.840.1927","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.840.1927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ira.lib.polyu.edu.hk/bitstream/10397/1441/1/Stabilization%20of%20sampled-data_06.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.860.5756","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.860.5756","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ira.lib.polyu.edu.hk/bitstream/10397/1377/1/Stabilization%20of%20sampled-data_05.pdf","raw_type":"text"},{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/1377","is_oa":false,"landing_page_url":"http://hdl.handle.net/10397/1377","pdf_url":null,"source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Paper"},{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/1441","is_oa":false,"landing_page_url":"http://hdl.handle.net/10397/1441","pdf_url":null,"source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal/Magazine Article"},{"id":"pmh:oai:kclpure.kcl.ac.uk:publications/10302738-e0c3-4a93-b878-28a5087d72c1","is_oa":false,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/10302738-e0c3-4a93-b878-28a5087d72c1","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lam , H K &amp; Leung , F H F 2006 , ' Design and stabilization of sampled-data neural-network-based control systems ' , IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics , vol. 36 , no. 5 , pp. 995 - 1005 . https://doi.org/10.1109/TSMCB.2006.872262","raw_type":"article"},{"id":"pmh:oai:kclpure.kcl.ac.uk:publications/421df052-150a-4d4e-beb7-7e852c4c8771","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=33750130315&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306400216","display_name":"Research Portal (King's College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183935753","host_organization_name":"King's College London","host_organization_lineage":["https://openalex.org/I183935753"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lam , H K &amp; Leung , F H F 2005 , Design and stabilization of sampled-data neural-network-based control systems . in 2005 IEEE International Joint Conference on Neural Networks, 2005. IJCNN '05. Proceedings. . vol. 4 , pp. 2249 - 2254 , in Proc. of the International Joint Conference on Neural Networks 2005 (IJCNN \u201905) , Montr\u00e9al, Qu\u00e9bec, Canada, July 31-August 4, 2005 , 1/01/2005 . https://doi.org/10.1109/IJCNN.2005.1556251","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1522531528","https://openalex.org/W1538983967","https://openalex.org/W1572326640","https://openalex.org/W1984461808","https://openalex.org/W1991689415","https://openalex.org/W2018869705","https://openalex.org/W2039137535","https://openalex.org/W2053599456","https://openalex.org/W2054534795","https://openalex.org/W2100295588","https://openalex.org/W2108604074","https://openalex.org/W2109248217","https://openalex.org/W2114020393","https://openalex.org/W2116424792","https://openalex.org/W2126489384","https://openalex.org/W2129752983","https://openalex.org/W2131259937","https://openalex.org/W2137235164","https://openalex.org/W2141649146","https://openalex.org/W2142183404","https://openalex.org/W2150535417","https://openalex.org/W2150827104","https://openalex.org/W2156492453","https://openalex.org/W2165842427","https://openalex.org/W2169896701","https://openalex.org/W3210839039","https://openalex.org/W4300886904"],"related_works":["https://openalex.org/W1971360108","https://openalex.org/W2387001023","https://openalex.org/W4295934589","https://openalex.org/W2039899580","https://openalex.org/W2047787160","https://openalex.org/W2365785480","https://openalex.org/W2393509435","https://openalex.org/W1685681702","https://openalex.org/W2148890862","https://openalex.org/W2132970360"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"the":[3,42,55,63,68,71,84,90],"design":[4,85],"and":[5,17,47,59,74,87],"stability":[6,73],"analysis":[7],"of":[8,62,70,89],"sampled-data":[9,19],"neural-network-based":[10,23],"control":[11,33],"systems.":[12],"A":[13],"continuous-time":[14],"nonlinear":[15],"plant":[16],"a":[18,28,32],"three-layer":[20],"fully-connected":[21],"feed-forward":[22],"controller":[24],"are":[25],"connected":[26],"in":[27],"closed-loop":[29,43],"to":[30,40,53,67,82],"perform":[31],"task.":[34],"Stability":[35],"conditions":[36],"would":[37,50,79],"be":[38,51,80],"derived":[39],"guarantee":[41],"system":[44,72],"stability.":[45],"Linear-matrix-inequality-":[46],"genetic-algorithm-based":[48],"approaches":[49],"employed":[52],"obtain":[54],"maximum":[56],"sampling":[57],"period":[58],"connection":[60],"weights":[61],"neural":[64],"network":[65],"subject":[66],"considerations":[69],"performance.":[75],"An":[76],"application":[77],"example":[78],"given":[81],"illustrate":[83],"procedure":[86],"effectiveness":[88],"proposed":[91],"approach.":[92]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
