Gain scheduled L-two-L-infinity filtering for neutral systems with jumping and time-varying parameters
In this paper, global exponential stochastic stability based continuous gain-scheduled robust L-two-L-infinity filtering problem is studied for a class of stochastic neutral systems subject to time-varying parameters. First, the stochastic time-varying neutral systems are described by a series of st...
| Main Authors: | , , |
|---|---|
| Format: | Journal Article |
| Published: |
2012
|
| Online Access: | http://hdl.handle.net/20.500.11937/52711 |
| _version_ | 1848758992444063744 |
|---|---|
| author | Yin, YanYan Liu, F. Shi, Y. |
| author_facet | Yin, YanYan Liu, F. Shi, Y. |
| author_sort | Yin, YanYan |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | In this paper, global exponential stochastic stability based continuous gain-scheduled robust L-two-L-infinity filtering problem is studied for a class of stochastic neutral systems subject to time-varying parameters. First, the stochastic time-varying neutral systems are described by a series of stochastic time-constant systems at some selected time points, then based on stochastic Lyapunov-Krasovskii functional approach, a new globally exponentially stochastically stabilizable criterion is derived for each of the jumping system by means of linear matrix inequalities. Subsequently, L-two-L-infinity filtering systems are designed for such linear jump systems. Finally, continuous gain-scheduled approach is employed to design time-varying filter systems for the whole working region. A simulation example shows the effectiveness and potential of the developed techniques. © 2012 South China University of Technology, Academy of Mathematics and Systems Science, Chinese Academy of Sciences and Springer-Verlag Berlin Heidelberg. |
| first_indexed | 2025-11-14T09:52:48Z |
| format | Journal Article |
| id | curtin-20.500.11937-52711 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T09:52:48Z |
| publishDate | 2012 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-527112017-09-13T15:40:22Z Gain scheduled L-two-L-infinity filtering for neutral systems with jumping and time-varying parameters Yin, YanYan Liu, F. Shi, Y. In this paper, global exponential stochastic stability based continuous gain-scheduled robust L-two-L-infinity filtering problem is studied for a class of stochastic neutral systems subject to time-varying parameters. First, the stochastic time-varying neutral systems are described by a series of stochastic time-constant systems at some selected time points, then based on stochastic Lyapunov-Krasovskii functional approach, a new globally exponentially stochastically stabilizable criterion is derived for each of the jumping system by means of linear matrix inequalities. Subsequently, L-two-L-infinity filtering systems are designed for such linear jump systems. Finally, continuous gain-scheduled approach is employed to design time-varying filter systems for the whole working region. A simulation example shows the effectiveness and potential of the developed techniques. © 2012 South China University of Technology, Academy of Mathematics and Systems Science, Chinese Academy of Sciences and Springer-Verlag Berlin Heidelberg. 2012 Journal Article http://hdl.handle.net/20.500.11937/52711 10.1007/s11768-012-8136-z restricted |
| spellingShingle | Yin, YanYan Liu, F. Shi, Y. Gain scheduled L-two-L-infinity filtering for neutral systems with jumping and time-varying parameters |
| title | Gain scheduled L-two-L-infinity filtering for neutral systems with jumping and time-varying parameters |
| title_full | Gain scheduled L-two-L-infinity filtering for neutral systems with jumping and time-varying parameters |
| title_fullStr | Gain scheduled L-two-L-infinity filtering for neutral systems with jumping and time-varying parameters |
| title_full_unstemmed | Gain scheduled L-two-L-infinity filtering for neutral systems with jumping and time-varying parameters |
| title_short | Gain scheduled L-two-L-infinity filtering for neutral systems with jumping and time-varying parameters |
| title_sort | gain scheduled l-two-l-infinity filtering for neutral systems with jumping and time-varying parameters |
| url | http://hdl.handle.net/20.500.11937/52711 |