A Pseudo-Formal Linearization for Nonlinear Time-Varying Systems via Chebyshev Expansion and Nonlinear Observer
This paper is concerned with a pseudo-formal linearization for nonlinear time-varying systems exploiting Chebyshev expansion, and a nonlinear observer design as an application of this method. A given nonlinear time-varying system can be transformed into several augmented linear time-varying systems by a pseudo-formal linearization based on Chebyshev expansion. And then we unite them into a single linear time-varying system by an automatic choosing function. As an application of the method, a nonlinear observer is synthesized. Numerical experiments show the effectiveness of the method.
Authors
- Hitoshi Takata
- Kazuo Komatsu
Institutions
- Kagoshima University (JP)
- National Institute of Technology, Kumamoto College (JP)
Publication Details
- Journal
- Journal of Signal Processing
- Published
- 2025-02-28
- DOI
- https://doi.org/10.2299/jsp.29.37
- Citations
- 1
- Primary Topic
- Adaptive Control of Nonlinear Systems
- Type
- article
- Field-Weighted Citation Impact
- 1.21