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. - 2024:(2024), pp. 1-8. [10.1109/TAC.2024.3462733]
Averaging-based stability of discrete-time Delayed Systems via A Novel Delay-free Transformation
Katz, Rami;
2024-01-01
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.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione