Title :
Revisited Jury-Lee criterion for multivariable discrete-time Lur´e systems: Convex LMI search
Author :
Ahmad, N. Syazreen ; Carrasco, Joaquin ; Heath, William P.
Author_Institution :
Control Syst. Centre, Univ. of Manchester, Manchester, UK
Abstract :
The Tsypkin and Jury-Lee criteria are commonly used to analyse the absolute stability of discrete-time Lur´e systems with slope-restricted nonlinearities. In this paper, we construct a corresponding linear matrix inequality (LMI) condition for the Jury-Lee criterion most appropriate for monotonic, slope-restricted nonlinearities. The corresponding Lur´e-Lyapunov function is also constructed and, via the Lyapunov method, the conditions on the aforementioned criterion are relaxed. The result is explicitly compared with improved LMI-based criteria in the literature. The resulting multiplier from the criterion is also shown to satisfy the conditions of the Zames-Falb multipliers in discrete-time. This indirectly provides a convex search over a subset of the discrete-time Zames-Falb multipliers. Some numerical examples for SISO and MIMO cases are provided to compare the performance of the criteria with existing results, and we demonstrate that the result in this paper provides significant improvement.
Keywords :
Lyapunov methods; MIMO systems; control nonlinearities; convex programming; discrete time systems; linear matrix inequalities; multivariable control systems; nonlinear control systems; search problems; stability; Jury-Lee criterion; LMI condition; LMI-based criteria; Lur´e-Lyapunov function; MIMO system; SISO system; Tsypkin criteria; absolute stability; convex LMI search; discrete time Zames-Falb multipliers; linear matrix inequality condition; monotonic slope-restricted nonlinearities; multivariable discrete time Lur´e systems; slope-restricted nonlinearities; Helium; Lyapunov methods; MIMO; Numerical stability; Optimization; Stability criteria;
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2012.6426863