TY - JOUR
T1 - Periodic Averaging of Discrete-Time Systems
T2 - A Time-Delay Approach
AU - Yang, Xuefei
AU - Zhang, Jin
AU - Fridman, Emilia
N1 - Publisher Copyright:
IEEE
PY - 2022
Y1 - 2022
N2 - 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 the present 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 (ISS) 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.
AB - 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 the present 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 (ISS) 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.
KW - Averaging
KW - Discrete-time systems
KW - ISS
KW - Linear matrix inequalities
KW - Numerical stability
KW - Stability criteria
KW - Switches
KW - Uncertainty
KW - Upper bound
KW - discrete-time systems
KW - switched affine systems
KW - time-delay systems
UR - http://www.scopus.com/inward/record.url?scp=85139528160&partnerID=8YFLogxK
U2 - 10.1109/TAC.2022.3209496
DO - 10.1109/TAC.2022.3209496
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AN - SCOPUS:85139528160
SN - 0018-9286
SP - 1
EP - 8
JO - IEEE Transactions on Automatic Control
JF - IEEE Transactions on Automatic Control
ER -