Abstract
This article is concerned with the stability of discrete-time systems with fast-varying coefficients that may be uncertain. Recently, a constructive time-delay approach to averaging was proposed for continuous-time systems. In this article, we develop, for the first time, this approach to discrete-time case. We first transform the system to a time-delay system with the delay being the period of averaging, which can be regarded as a perturbation of the classical averaged system. The stability of the original system can be guaranteed by the resulting time-delay system. Then, under assumption of the classical averaged system being exponentially stable, we derive sufficient stability conditions for the resulting time-delay system, and find a quantitative upper bound on the small parameter that ensures the exponential stability. Moreover, we extend our method to input-to-state stability analysis of the perturbed systems. Finally, we apply the approach to the practical stability of discrete-time switched affine systems, where an explicit ultimate bound in terms of the switching period is presented. Two numerical examples are given to illustrate the efficiency of results.
| Original language | English |
|---|---|
| Pages (from-to) | 4482-4489 |
| Number of pages | 8 |
| Journal | IEEE Transactions on Automatic Control |
| Volume | 68 |
| Issue number | 7 |
| DOIs | |
| State | Published - 1 Jul 2023 |
Keywords
- Averaging
- discrete-time systems
- input-to-state stability (ISS)
- switched affine systems
- time-delay systems
All Science Journal Classification (ASJC) codes
- Control and Systems Engineering
- Computer Science Applications
- Electrical and Electronic Engineering