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https://hdl.handle.net/2440/109077
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DC Field | Value | Language |
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dc.contributor.author | Shi, P. | - |
dc.contributor.author | Li, F. | - |
dc.contributor.author | Wu, L. | - |
dc.contributor.author | Lim, C. | - |
dc.date.issued | 2017 | - |
dc.identifier.citation | IEEE Transactions on Neural Networks and Learning Systems, 2017; 28(9):2101-2114 | - |
dc.identifier.issn | 2162-237X | - |
dc.identifier.issn | 2162-2388 | - |
dc.identifier.uri | http://hdl.handle.net/2440/109077 | - |
dc.description.abstract | This paper investigates the problem of exponential passive filtering for a class of stochastic neutral-type neural networks with both semi-Markovian jump parameters and mixed time delays. Our aim is to estimate the states by designing a Luenberger-type observer, such that the filter error dynamics are mean-square exponentially stable with an expected decay rate and an attenuation level. Sufficient conditions for the existence of passive filters are obtained, and a convex optimization algorithm for the filter design is given. In addition, a cone complementarity linearization procedure is employed to cast the nonconvex feasibility problem into a sequential minimization problem, which can be readily solved by the existing optimization techniques. Numerical examples are given to demonstrate the effectiveness of the proposed techniques. | - |
dc.description.statementofresponsibility | Peng Shi, Fanbiao Li, Ligang Wu and Cheng-Chew Lim | - |
dc.language.iso | en | - |
dc.publisher | IEEE | - |
dc.rights | © 2016 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission. See http://www.ieee.org/publications_standards/publications/rights/index.html for more information. | - |
dc.source.uri | http://dx.doi.org/10.1109/tnnls.2016.2573853 | - |
dc.subject | Filtering; neural networks (NNs); semi-Markovian jump systems (S-MJSs); time delay | - |
dc.title | Neural network-based passive filtering for delayed neutral-type semi-Markovian jump systems | - |
dc.type | Journal article | - |
dc.identifier.doi | 10.1109/TNNLS.2016.2573853 | - |
dc.relation.grant | http://purl.org/au-research/grants/arc/DP140102180 | - |
dc.relation.grant | http://purl.org/au-research/grants/arc/LP140100471 | - |
pubs.publication-status | Published | - |
dc.identifier.orcid | Shi, P. [0000-0001-8218-586X] | - |
dc.identifier.orcid | Lim, C. [0000-0002-2463-9760] | - |
Appears in Collections: | Aurora harvest 8 Electrical and Electronic Engineering publications |
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