Diagonal Stability of Discrete-time kk-Positive linear Systems with Applications to Nonlinear Systems

preprint2021arXivOpen access

Abstract

A linear dynamical system is called kk-positive if its dynamics maps the set of vectors with up to k−1k-1 sign variations to itself. For k=1k=1, this reduces to the important class of positive linear systems. Since stable positive linear time-invariant (LTI) systems always admit a diagonal quadratic Lyapunov function, i.e. they are diagonally stable, we may expect that this holds also for stable kk-positive systems. We show that, in general, this is not the case both in the continuous-time (CT) and discrete-time (DT) case. We then focus on DT kk-positive linear systems and introduce the new notion of DT kk-diagonal stability. It is shown that this is a necessary condition for standard DT diagonal stability. We demonstrate an application of this new notion to the analysis of a class of DT nonlinear systems.

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