H-infinity Filter for Uncertain Markovian Jump Nonlinear Systems: An LMI Approach
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Nguang, Sing Kiong, Assawinchaichote, Wudhichai and Shi, Peng (2007) H-infinity Filter for Uncertain Markovian Jump Nonlinear Systems: An LMI Approach. Circuits Systems and Signal Processing, 26 (6). pp. 853-874. ISSN 0278-081X
Abstract
The paper addresses the problem of designing a robust filter for a class of uncertain Markovian jump nonlinear systems described by a Takagi–Sugeno fuzzy model with Markovian jumps. LMI-based sufficient conditions for the existence of a robust filter that guarantees the ℒ2-gain from an exogenous input to an estimation error to be less than a prescribed value are derived. A tunnel diode circuit is used to illustrate the effectiveness of the proposed design techniques.
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| Item type | Article |
| URI | https://vuir.vu.edu.au/id/eprint/3369 |
| DOI | 10.1007/s00034-007-9002-y |
| Official URL | http://link.springer.com/article/10.1007%2Fs00034-... |
| Subjects | Historical > Faculty/School/Research Centre/Department > Institute for Logistics and Supply Chain Management (ILSCM) Historical > FOR Classification > 0199 Other Mathematical Sciences Information Systems |
| Keywords | ResPubID18970, fuzzy system models, Lyapunov function, H-infinity filter, Markovian nonlinear systems |
| Citations in Scopus | 21 - View on Scopus |
| Download/View statistics | View download statistics for this item |
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