Analysis of Discrete-Time Switched Linear Systems Under Logical Dynamic Switching
The control properties of discrete-time switched linear systems (SLSs) with switching signals generated by logical dynamical systems are studied using the semitensor product (STP) approach. With the algebraic state-space representation (ASSR), the linear modes and the logical generators are aggregated as a system with hybrid states, leading to the criteria of reachability, controllability, observability, and reconstructibility of the SLSs. Algorithms for checking these properties are given. Then, two kinds of realization problems concerning whether the logical dynamical systems can generate the desired switching signals are investigated, and necessary and sufficient conditions for the realizability of the desired switching signals are given with respect to the cases of fixed operating time (FOT) switching and finite reference signal switching.
Authors
- Zhengping Ji (ORCID: https://orcid.org/0000-0001-8568-1615)
- Min Meng (ORCID: https://orcid.org/0000-0002-5178-3290)
- Xiao Zhang (ORCID: https://orcid.org/0009-0002-9537-8120)
Institutions
- Tongji University (CN)
- Hong Kong Polytechnic University (HK)
- Chinese Academy of Sciences (CN)
- Academy of Mathematics and Systems Science (CN)
Publication Details
- Journal
- IEEE Transactions on Neural Networks and Learning Systems
- Published
- 2024-11-05
- DOI
- https://doi.org/10.1109/tnnls.2024.3487590
- Citations
- 2
- Primary Topic
- Stability and Control of Uncertain Systems
- Type
- article
- Field-Weighted Citation Impact
- 0.66
Funders
- National Natural Science Foundation of China
- China Postdoctoral Science Foundation