In this paper, we study, for the first time, the stability of linear delayed discrete-time systems with small parameter e > 0 and rapidly-varying coefficients. Recently, an efficient constructive approach to averaging-based stability via a novel delay-free transformation was introduced for continuous-time systems. Our paper extends this approach to discrete-time systems. We start by introducing a discrete-time change of variables that leads to a perturbed averaged system. By employing Lyapunov analysis, we derive Linear Matrix Inequalities (LMIs) for finding the maximum values of the small parameter varepsilon > 0 and delay (either constant or time-varying) that guarantee exponential stability of the original system. We show that differently from the continuous-time, in the discrete-time, given any bounded delay, there exists a small enough varepsilon such that our LMIs are feasible (i.e. the system is exponentially stable). Numerical examples illustrate the efficiency of the proposed approach.
Averaging-based stability of discrete-time Delayed Systems via A Novel Delay-free Transformation / Jbara, A.; Katz, Rami; Fridman, E.. - In: IEEE TRANSACTIONS ON AUTOMATIC CONTROL. - ISSN 0018-9286. - 70:2(2025), pp. 1328-1335. [10.1109/TAC.2024.3462733]
Averaging-based stability of discrete-time Delayed Systems via A Novel Delay-free Transformation
Katz, Rami;
2025-01-01
Abstract
In this paper, we study, for the first time, the stability of linear delayed discrete-time systems with small parameter e > 0 and rapidly-varying coefficients. Recently, an efficient constructive approach to averaging-based stability via a novel delay-free transformation was introduced for continuous-time systems. Our paper extends this approach to discrete-time systems. We start by introducing a discrete-time change of variables that leads to a perturbed averaged system. By employing Lyapunov analysis, we derive Linear Matrix Inequalities (LMIs) for finding the maximum values of the small parameter varepsilon > 0 and delay (either constant or time-varying) that guarantee exponential stability of the original system. We show that differently from the continuous-time, in the discrete-time, given any bounded delay, there exists a small enough varepsilon such that our LMIs are feasible (i.e. the system is exponentially stable). Numerical examples illustrate the efficiency of the proposed approach.File | Dimensione | Formato | |
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