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LMIs in Control/SolutionInTermsofRiccatiInequalities
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Let us now come back to the H∞-problem by output feedback control. This amounts to finding the matrices such that the conditions K stabilizes P and achieves . are satisfied. We proceed as in the state-feedback problem. We use the Bounded Real Lemma to rewrite the H∞ norm bound into the solvability of a Riccati inequality, and we try to eliminate the controller parameters to arrive at verifiable conditions.
The System
Matrices to controller that solve the the H∞-problem by output feedback control
The Data
Following matrices are needed as Inputs:.
.
.
The Optimization Problem
In control systems theory, many analysis and design problems are closely related to Riccati algebraic equations or inequalities.
Find
X and Y
The LMI:
There exist that solve the output-feedback H∞ problem (K that stabilizes P and achieves ) if and only if there exist X and Y that satisfy the two ARIs
and the coupling condition
Conclusion:
Let U and V be square and non-singular matrices with , and set ,. Then as defined in
lead to a controller K that stabilizes P and achieves
External links
http://control.asu.edu/MAE598_frame.htm LMI Methods in Optimal and Robust Control- A course on LMIs in Control by Matthew Peet.
https://https://arxiv.org/abs/1903.08599/ LMI Properties and Applications in Systems, Stability, and Control Theory] - A List of LMIs by Ryan Caverly and James Forbes.
https://web.stanford.edu/~boyd/lmibook/ LMIs in Systems and Control Theory- A downloadable book on LMIs by Stephen Boyd.
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