In B.A.Francis, J.C.Willems and M.C.Smith (eds.) Control of Uncertain Systems: Modelling, Approximation, and Design, Lecture Notes in Control and Information Sciences, Springer Verlag, pp. 67-78, 2006 (invited).
On the gap metric for finite-dimensional linear time-varying systems in continuous time
M. Cantoni
Synopsis
It is well-known that the gap metric, and its variants, provide a
natural framework for studying the robustness of feedback
interconnections
(Zames80, Georgiou&Smith90, Vinnicombe93, Georgiou&Smith97). In fact, for
arbitrary linear systems, it is known that the gap metric
induces the weakest topology in which both feedback stability and
closed-loop performance are both robust
properties (Cantoni&Vinnicombe02). In this article, we study the gap
metric for the class of finite-dimensional, linear
time-varying systems, in continuous-time. In
particular, it is shown that the gap between two systems is equal
to the norm of an operator composed of normalised left and
right representations of the system graphs. The development relies
on tools familiar from the time-invariant setting. This is in
contrast to the abstract results which underpin the discrete-time
generalisations of the gap framework to the time-varying
setting (Dale&Smith92, Feintuch98). Using ideas
from (VinnicombeCDC'96) and (Cantoni&Vinnicombe04),
an alternative characterisation of the
gap is also established in terms of a standard linear fractional
synthesis problem from robust control theory. This
characterisation appears to be useful for approximation in the
gap, and might be extendable to other classes of system.
Key words: non-autonomous differential equations, gap metric,
Riccati equations, (J-)spectral factorisation, robust control,
approximation
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