4,001 research outputs found
A differential lyapunov framework for contraction analysis
Lyapunov's second theorem is an essential tool for stability analysis of
differential equations. The paper provides an analog theorem for incremental
stability analysis by lifting the Lyapunov function to the tangent bundle. The
Lyapunov function endows the state-space with a Finsler structure. Incremental
stability is inferred from infinitesimal contraction of the Finsler metrics
through integration along solutions curves
Differential analysis of nonlinear systems: Revisiting the pendulum example
Differential analysis aims at inferring global properties of nonlinear
behaviors from the local analysis of the linearized dynamics. The paper
motivates and illustrates the use of differential analysis on the nonlinear
pendulum model, an archetype example of nonlinear behavior. Special emphasis is
put on recent work by the authors in this area, which includes a differential
Lyapunov framework for contraction analysis and the concept of differential
positivity
Transverse Contraction Criteria for Existence, Stability, and Robustness of a Limit Cycle
This paper derives a differential contraction condition for the existence of
an orbitally-stable limit cycle in an autonomous system. This transverse
contraction condition can be represented as a pointwise linear matrix
inequality (LMI), thus allowing convex optimization tools such as
sum-of-squares programming to be used to search for certificates of the
existence of a stable limit cycle. Many desirable properties of contracting
dynamics are extended to this context, including preservation of contraction
under a broad class of interconnections. In addition, by introducing the
concepts of differential dissipativity and transverse differential
dissipativity, contraction and transverse contraction can be established for
large scale systems via LMI conditions on component subsystems.Comment: 6 pages, 1 figure. Conference submissio
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