Title :
On stability analysis of discrete-time homogeneous dynamics
Author :
Lazar, Mircea ; Doban, Alina I. ; Athanasopoulos, Nikolaos
Author_Institution :
Dept. of Electr. Eng., Eindhoven Univ. of Technol., Eindhoven, Netherlands
Abstract :
This paper considers the problem of stability analysis of discrete-time dynamics that are positively homogeneous of degree one. An example of a homogeneous and even continuous dynamics that is globally exponentially stable and that does not admit any λ-contractive proper C-set is presented. This motivates us to propose a natural generalization of this concept, namely, (k, λ)-contractive proper C-sets. It is proven that this simple generalization yields a non-conservative Lyapunov-type tool for stability analysis of homogeneous dynamics, namely, sublinear finite-time Lyapunov functions. Moreover, scalable and non-conservative stability tests are established for relevant classes of homogeneous dynamics.
Keywords :
Lyapunov methods; asymptotic stability; discrete time systems; set theory; (k,λ)-contractive proper C-sets; discrete-time homogeneous dynamics; global exponential stability; natural generalization; nonconservative Lyapunov-type tool; nonconservative stability tests; scalable stability tests; stability analysis; sublinear finite-time Lyapunov functions; Asymptotic stability; Heuristic algorithms; Lyapunov methods; Stability analysis; Standards; Switches; Trajectory;
Conference_Titel :
System Theory, Control and Computing (ICSTCC), 2013 17th International Conference
Conference_Location :
Sinaia
Print_ISBN :
978-1-4799-2227-7
DOI :
10.1109/ICSTCC.2013.6688976