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:
© 1963-2012 IEEE.
PY - 2024
Y1 - 2024
N2 - 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.
AB - 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.
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
JO - IEEE Transactions on Automatic Control
JF - IEEE Transactions on Automatic Control
ER -