A Lyapunov-Lurye Functional Parametrization of Discrete-Time Zames-Falb Multipliers

We consider the absolute stability of discrete-time Lurye systems with SISO/MIMO (non-repeated SISO) nonlinearities that are sector bounded and slope restricted. For this class of systems, we present a parametrization of Lyapunov-Lurye functional (LLF) that is the time-domain equivalence to finite impulse response (FIR) Zames-Falb multipliers. As searches over FIR Zames-Falb multipliers provide the best-known results in the literature, the parametrization here provides the best-known Lyapunov function for absolute stability. A motivation of this alternative is making it easy to analyze the system in the time domain, especially when the frequency domain expression of the system is not straightforward. In this letter, we show the equivalence between the proposed LLF and FIR multipliers theoretically and numerically.

[1]  Peter Seiler,et al.  Construction of Periodic Counterexamples to the Discrete-Time Kalman Conjecture , 2020, IEEE Control Systems Letters.

[2]  Ross Drummond,et al.  Regional Analysis of Slope-Restricted Lurie Systems , 2019, IEEE Transactions on Automatic Control.

[3]  J. Lofberg,et al.  YALMIP : a toolbox for modeling and optimization in MATLAB , 2004, 2004 IEEE International Conference on Robotics and Automation (IEEE Cat. No.04CH37508).

[4]  Kim-Chuan Toh,et al.  Solving semidefinite-quadratic-linear programs using SDPT3 , 2003, Math. Program..

[5]  P. Seiler,et al.  Zames–Falb multipliers for convergence rate: motivating example and convex searches , 2020, International Journal of Control.

[6]  PooGyeon Park,et al.  A Less Conservative Stability Criterion for Discrete-Time Lur'e Systems With Sector and Slope Restrictions , 2019, IEEE Transactions on Automatic Control.

[7]  W. Haddad,et al.  Nonlinear Dynamical Systems and Control: A Lyapunov-Based Approach , 2008 .

[8]  Nam Kyu Kwon,et al.  An improved stability criterion for discrete-time Lur'e systems with sector- and slope-restrictions , 2015, Autom..

[9]  Discrete‐time systems with slope restricted nonlinearities: Zames–Falb multiplier analysis using external positivity , 2021, International Journal of Robust and Nonlinear Control.

[10]  Carsten W. Scherer,et al.  Zames–Falb Multipliers for Invariance , 2017, IEEE Control Systems Letters.

[11]  C. Scherer,et al.  Absolute stability analysis of discrete time feedback interconnections , 2017 .

[12]  Shuai Wang,et al.  Convex Searches for Discrete-Time Zames–Falb Multipliers , 2018, IEEE Transactions on Automatic Control.

[13]  Simon Michalowsky,et al.  Robust and structure exploiting optimisation algorithms: an integral quadratic constraint approach , 2019, Int. J. Control.

[14]  Michael G. Safonov,et al.  All stability multipliers for repeated MIMO nonlinearities , 2005, Syst. Control. Lett..

[15]  J. Willems,et al.  Some new rearrangement inequalities having application in stability analysis , 1968 .

[16]  William P. Heath,et al.  Phase Limitations of Zames–Falb Multipliers , 2017, IEEE Transactions on Automatic Control.

[17]  Ross Drummond,et al.  Positivity conditions of Lyapunov functions for systems with slope restricted nonlinearities , 2016, 2016 American Control Conference (ACC).

[18]  Joaquín Carrasco,et al.  A complete and convex search for discrete-time noncausal FIR Zames-Falb multipliers , 2014, 53rd IEEE Conference on Decision and Control.

[19]  W. Heath,et al.  Duality Bounds for Discrete-Time Zames–Falb Multipliers , 2020, IEEE Transactions on Automatic Control.

[20]  S. R. Duncan,et al.  Generalized Absolute Stability Using Lyapunov Functions With Relaxed Positivity Conditions , 2018, IEEE Control Systems Letters.

[21]  Peter Seiler,et al.  Stability Analysis With Dissipation Inequalities and Integral Quadratic Constraints , 2015, IEEE Transactions on Automatic Control.

[22]  W. Heath,et al.  On Lyapunov-Lur’e functional based stability criterion for discrete-time Lur’e systems , 2020 .

[23]  D. Altshuller Frequency Domain Criteria for Absolute Stability: A Delay-integral-quadratic Constraints Approach , 2012 .