Consider a continuous-time LTI system x(t) = Ax(t), t 0, with no input (such a system

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Consider a continuous-time LTI system x(t) = Ax(t), t ≥ 0, with no input (such a system is said to be autonomous), and output y(t) = Cx. We wish to evaluate the energy contained in the system's output, as measured by the index

where

1. Show that if the system is stable, then J( xq) < 00, for any given x0.

2. Show that if the system is stable and there exists a matrixsuch that 

then it holds that J(x0) ≤ x0TPx0.

3. Explain how to compute a minimal upper bound on the state energy, for the given initial conditions.

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Related Book For  book-img-for-question

Optimization Models

ISBN: 9781107050877

1st Edition

Authors: Giuseppe C. Calafiore, Laurent El Ghaoui

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