Stability Analysis of Piecewise Affine Networked Control Systems Under Aperiodic Sampling
This paper establishes an exponential stability analysis framework for piecewise affine network control systems based on integral quadratic constraints, and adopts the discrete-time method to study the aperiodic sampling problem under time-varying delay. The work of this article has three aspects. Firstly, discretize the continuous-time system to obtain an accurate discrete representation. Secondly, transform the model into a feedback interconnection system with construction operators to lay a theoretical foundation for stability analysis. Thirdly, the sufficient conditions for the exponential stability of the piecewise affine network control system were derived. Finally, the method based on integral quadratic constraints was numerically verified, providing a new theoretical tool to analyze the stability of networked piecewise affine systems.
Authors
- Xiaofei Wang (ORCID: https://orcid.org/0000-0002-8482-6138)
- Jianwei Xia (ORCID: https://orcid.org/0000-0002-5330-9349)
- Zhichuang Wang (ORCID: https://orcid.org/0000-0002-5353-9232)
- Guoliang Chen (ORCID: https://orcid.org/0000-0003-0227-7444)
Institutions
- Liaocheng University (CN)
- Beijing Academy of Artificial Intelligence (CN)
- University of Science and Technology Beijing (CN)
Publication Details
- Journal
- IEEE Control Systems Letters
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1109/lcsys.2025.3593291
- Primary Topic
- Neural Networks Stability and Synchronization
- Type
- article
- Field-Weighted Citation Impact
- 0.00