Abstract
This paper investigates the input-to-state stable (ISS) nonlinear filtering problem for a class of continuous-time delayed nonlinear systems with external disturbance. A new delay-dependent nonlinear ISS filter is established through available measurements to estimate the states of delayed nonlinear systems, such that the filtering error system is both exponentially and input-to-state stable for any bounded external disturbance. The design of the nonlinear ISS filter for these nonlinear systems is achieved by solving a linear matrix inequality (LMI), which can be easily facilitated by using standard numerical packages. An illustrative example is given to demonstrate the effectiveness of the proposed filter.
Original language | English |
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Pages (from-to) | 1179-1185 |
Number of pages | 7 |
Journal | International Journal of Control |
Volume | 86 |
Issue number | 6 |
DOIs | |
Publication status | Published - 2013 Jun 1 |
Keywords
- Lyapunov-Krasovskii stability theory
- delayed nonlinear system
- input-to-state stability (ISS)
- linear matrix inequality (LMI)
- robust filtering problem
ASJC Scopus subject areas
- Control and Systems Engineering
- Computer Science Applications