ISS-Lyapunov Functions for Discontinuous Discrete-Time Systems

被引:35
作者
Gruene, Lars [1 ]
Kellett, Christopher M. [2 ]
机构
[1] Univ Bayreuth, Inst Math, D-95440 Bayreuth, Germany
[2] Univ Newcastle, Sch Elect Engn & Comp Sci, Callaghan, NSW 2308, Australia
关键词
Discrete-time systems; input-to-state stability (ISS); Lyapunov methods; TO-STATE STABILITY; CHANGING SUPPLY FUNCTIONS; MODEL-PREDICTIVE CONTROL; DIFFERENCE INCLUSIONS; STABLE SYSTEMS; INPUT; STABILIZATION; ROBUSTNESS;
D O I
10.1109/TAC.2014.2321667
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Input-to-State Stability (ISS) and the ISS-Lyapunov function are useful tools for the analysis and design of nonlinear systems. Motivated by the fact that many feedback control laws, such as model predictive or event-based control, lead to discontinuous discrete-time dynamics, we investigate ISS-Lyapunov functions for such systems. ISS-Lyapunov functions were originally introduced in a so-called implication-form and, in many cases, this has been shown to be equivalent to an ISS-Lyapunov function of dissipative-form. However, for discontinuous dynamics, we demonstrate via an example that this equivalence no longer holds. We therefore propose a stronger implication-form ISS-Lyapunov function and provide a complete characterization of ISS-Lyapunov functions for discrete-time systems with discontinuous dynamics.
引用
收藏
页码:3098 / 3103
页数:6
相关论文
共 23 条
[1]   A characterization of integral input-to-state stability [J].
Angeli, D ;
Sontag, ED ;
Wang, Y .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2000, 45 (06) :1082-1097
[2]  
Astrom K. J., 2008, ANAL DESIGN NONLINEA, P127, DOI DOI 10.1007/978-3-540-74358-3_9
[3]   Examples when nonlinear model predictive control is nonrobust [J].
Grimm, G ;
Messina, MJ ;
Tuna, SE ;
Teel, AR .
AUTOMATICA, 2004, 40 (10) :1729-1738
[4]  
Grune L, 2010, P 18 INT S MATH THEO, P1231
[5]  
Grune L., 2011, THEORY ALGORITHS
[6]  
Grune L., 2013, P 52 IEEE C DEC CONT, P1732
[7]   Input-to-state stability for discrete-time nonlinear systems [J].
Jiang, ZP ;
Wang, Y .
AUTOMATICA, 2001, 37 (06) :857-869
[8]   A converse Lyapunov theorem for discrete-time systems with disturbances [J].
Jiang, ZP ;
Wang, Y .
SYSTEMS & CONTROL LETTERS, 2002, 45 (01) :49-58
[9]   A compendium of comparison function results [J].
Kellett, Christopher M. .
MATHEMATICS OF CONTROL SIGNALS AND SYSTEMS, 2014, 26 (03) :339-374
[10]   On the robustness of KL-stability for difference inclusions:: Smooth discrete-time Lyapunov functions [J].
Kellett, CM ;
Teel, AR .
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2005, 44 (03) :777-800