Filtering of Discrete-Time Switched Neural Networks Ensuring Exponential Dissipative and l(2)-l(8) Performances
DC Field | Value | Language |
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dc.contributor.author | Choi, Hyun Duck | - |
dc.contributor.author | Ahn, Choon Ki | - |
dc.contributor.author | Karimi, Hamid Reza | - |
dc.contributor.author | Lim, Myo Taeg | - |
dc.date.accessioned | 2021-09-03T00:45:57Z | - |
dc.date.available | 2021-09-03T00:45:57Z | - |
dc.date.created | 2021-06-19 | - |
dc.date.issued | 2017-10 | - |
dc.identifier.issn | 2168-2267 | - |
dc.identifier.uri | https://scholar.korea.ac.kr/handle/2021.sw.korea/82036 | - |
dc.description.abstract | This paper studies delay-dependent exponential dissipative and l(2)-l(8) filtering problems for discrete-time switched neural networks (DSNNs) including time-delayed states. By introducing a novel discrete-time inequality, which is a discrete-time version of the continuous-time Wirtinger-type inequality, we establish new sets of linear matrix inequality (LMI) criteria such that discrete-time filtering error systems are exponentially stable with guaranteed performances in the exponential dissipative and l(2)-l(8) senses. The design of the desired exponential dissipative and l(2)-l(8) filters for DSNNs can be achieved by solving the proposed sets of LMI conditions. Via numerical simulation results, we show the validity of the desired discrete-time filter design approach. | - |
dc.language | English | - |
dc.language.iso | en | - |
dc.publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | - |
dc.subject | INFINITY STATE ESTIMATION | - |
dc.subject | AVERAGE DWELL TIME | - |
dc.subject | H-INFINITY | - |
dc.subject | STABILITY ANALYSIS | - |
dc.subject | ROBUST STABILITY | - |
dc.subject | DISTURBANCE ATTENUATION | - |
dc.subject | LINEAR-SYSTEMS | - |
dc.subject | DELAY | - |
dc.subject | STABILIZATION | - |
dc.subject | DESIGN | - |
dc.title | Filtering of Discrete-Time Switched Neural Networks Ensuring Exponential Dissipative and l(2)-l(8) Performances | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Ahn, Choon Ki | - |
dc.contributor.affiliatedAuthor | Lim, Myo Taeg | - |
dc.identifier.doi | 10.1109/TCYB.2017.2655725 | - |
dc.identifier.scopusid | 2-s2.0-85011665785 | - |
dc.identifier.wosid | 000409311800020 | - |
dc.identifier.bibliographicCitation | IEEE TRANSACTIONS ON CYBERNETICS, v.47, no.10, pp.3195 - 3207 | - |
dc.relation.isPartOf | IEEE TRANSACTIONS ON CYBERNETICS | - |
dc.citation.title | IEEE TRANSACTIONS ON CYBERNETICS | - |
dc.citation.volume | 47 | - |
dc.citation.number | 10 | - |
dc.citation.startPage | 3195 | - |
dc.citation.endPage | 3207 | - |
dc.type.rims | ART | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Automation & Control Systems | - |
dc.relation.journalResearchArea | Computer Science | - |
dc.relation.journalWebOfScienceCategory | Automation & Control Systems | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Artificial Intelligence | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Cybernetics | - |
dc.subject.keywordPlus | INFINITY STATE ESTIMATION | - |
dc.subject.keywordPlus | AVERAGE DWELL TIME | - |
dc.subject.keywordPlus | H-INFINITY | - |
dc.subject.keywordPlus | STABILITY ANALYSIS | - |
dc.subject.keywordPlus | ROBUST STABILITY | - |
dc.subject.keywordPlus | DISTURBANCE ATTENUATION | - |
dc.subject.keywordPlus | LINEAR-SYSTEMS | - |
dc.subject.keywordPlus | DELAY | - |
dc.subject.keywordPlus | STABILIZATION | - |
dc.subject.keywordPlus | DESIGN | - |
dc.subject.keywordAuthor | l(2)-l(8) filtering | - |
dc.subject.keywordAuthor | discrete Wirtinger-type inequality | - |
dc.subject.keywordAuthor | discrete-time switched neural networks (DSNNs) | - |
dc.subject.keywordAuthor | dissipative filtering | - |
dc.subject.keywordAuthor | exponential stability | - |
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