TY - JOUR
T1 - Averaging-Based Stability of Discrete-Time Delayed Systems via a Novel Delay-Free Transformation
AU - Jbara, Adam
AU - Katz, Rami
AU - Fridman, Emilia
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2025
Y1 - 2025
N2 - In this article, we study, for the first time, the stability of linear delayed discrete-time systems with small parameter ϵ > 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 ϵ > 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 ϵ such that our LMIs are feasible (i.e., the system is exponentially stable). Numerical examples illustrate the efficiency of the proposed approach.
AB - In this article, we study, for the first time, the stability of linear delayed discrete-time systems with small parameter ϵ > 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 ϵ > 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 ϵ such that our LMIs are feasible (i.e., the system is exponentially stable). Numerical examples illustrate the efficiency of the proposed approach.
KW - Averaging
KW - discrete-time systems
KW - linear time-varying systems
KW - stability
KW - time-delays
UR - http://www.scopus.com/inward/record.url?scp=85204501869&partnerID=8YFLogxK
U2 - 10.1109/TAC.2024.3462733
DO - 10.1109/TAC.2024.3462733
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AN - SCOPUS:85204501869
SN - 0018-9286
VL - 70
SP - 1328
EP - 1335
JO - IEEE Transactions on Automatic Control
JF - IEEE Transactions on Automatic Control
IS - 2
ER -