LMIs in Control/pages/H2 Optimal Observer

State observer is a system that provides estimates of internal states of a given real system, from measurements of the inputs and outputs of the real system.The goal of -optimal state estimation is to design an observer that minimizes the norm of the closed-loop transfer matrix from w to z. Kalman filter is a form of Optimal Observer.

The SystemEdit

Consider the continuous-time generalized plant with state-space realization

The DataEdit

The matrices needed as input are .

The Optimization ProblemEdit

The task is to design an observer of the following form:

The LMI: Optimal ObserverEdit

LMIs in the variables are given by:

Conclusion:Edit

The -optimal observer gain is recovered by and the norm of T(s) is

ImplementationEdit

https://github.com/Ricky-10/coding107/blob/master/H2%20Optimal%20Observer


External LinksEdit

A list of references documenting and validating the LMI.

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