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State estimation for a class of non-linear systems
- Source :
- International Journal of Applied Mathematics and Computer Science, International Journal of Applied Mathematics and Computer Science, University of Zielona Góra 2013, 23 (2), pp.383-394. ⟨10.2478/amcs-2013-0029⟩
- Publication Year :
- 2013
- Publisher :
- HAL CCSD, 2013.
-
Abstract
- International audience; We propose a new type of Proportional Integral (PI) state observer for a class of nonlinear systems in continuous time which ensures an asymptotic stable convergence of the state estimates. Approximations of non-linearity are not necessary to obtain such results, but the functions must be, at least locally, of the Lipschitz type. The obtained state variables are exact and robust against noise. Naslin's damping criterion permits synthesizing gains in an algebraically simple and efficient way. Both the speed and damping of the observer response are controlled in this way. Model simulations based on a Sprott strange attractor are discussed as an example.
- Subjects :
- Lyapunov stability
observer theory
0209 industrial biotechnology
State variable
non-linear systems
convergence
Observer (quantum physics)
Applied Mathematics
[SCCO.COMP]Cognitive science/Computer science
02 engineering and technology
Lipschitz continuity
Nonlinear system
[SPI]Engineering Sciences [physics]
020901 industrial engineering & automation
Control theory
Attractor
Convergence (routing)
0202 electrical engineering, electronic engineering, information engineering
Computer Science (miscellaneous)
020201 artificial intelligence & image processing
State observer
lyapunov stability
Engineering (miscellaneous)
Mathematics
Subjects
Details
- Language :
- English
- ISSN :
- 1641876X and 20838492
- Database :
- OpenAIRE
- Journal :
- International Journal of Applied Mathematics and Computer Science, International Journal of Applied Mathematics and Computer Science, University of Zielona Góra 2013, 23 (2), pp.383-394. ⟨10.2478/amcs-2013-0029⟩
- Accession number :
- edsair.doi.dedup.....2c40a0646c4d39ea9cb3a8949d3b0bc8
- Full Text :
- https://doi.org/10.2478/amcs-2013-0029⟩