Observer-Based Controller of Two-Dimensional Large-Scale Polynomial Fuzzy Systems*
This study focuses on the observer-based feedback controller design of two-dimensional(2-D) discrete large-scale polynomial fuzzy systems. Firstly, a two-dimensional large-scale fuzzy system is established, with the 2-D polynomial Roesser model as the local model, including unknown interconnection terms. The separation property is established under the 2-D large-scale fuzzy framework. By this way, the fuzzy controller and the fuzzy observer can be individually solved and the corresponding closed-loop 2-D polynomial fuzzy system is asymptotically stable. The developed design algorithms are convex SOS conditions, which can be directly solved by the SOSTOOLS. Finally, a numerical example is shown to demon-strated the effectiveness of the proposed approach.
Authors
- Li-Zhen Li (ORCID: https://orcid.org/0000-0002-4062-9351)
Institutions
- Shanghai University of Electric Power (CN)
Publication Details
- Published
- 2024-12-12
- DOI
- https://doi.org/10.1109/icarcv63323.2024.10821651
- Primary Topic
- Advanced Data Processing Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China