4. Observability
The notion of observability will determine whether knowledge of the output y is sufficient to uniquely determine the state x.
Theorem 5 – The system (1)-(2) is said to be completely observable if, for any x(t0), there exists tf > t0 such that knowledge of u and y in the interval [t0, tf ] uniquely determines x (t0).
If only certain states (i.e. certain components of the vector x) can be uniquely determined from u and y, these states are said to be observable. A system is therefore completely observable if all its states are observable. Observability means that the initial condition x(t0) can be calculated from knowledge of the input u (t) and output y (t) over a finite time interval [t0, tf ].
We have the fundamental result given by...
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Observability