Observability:
1. General result:
A linear continuous-time time-invariant system:
,
is observable iff: from the observation of
for a given final time
, it is possible possible to determine the initial value of the state
. Let n be the system order (
). The observabilty property depends only on matrices
and
. In the sequel, we will consider the pair
instead of the 4 matrices
of the system. The pair
is observable iff: 𝒪 is called the observability matrix .
2. Proof:
Let us consider the first
time-derivative of the free (
) response of the output
: ⋮
or:
In the (non-restrictive) single output case (
), 𝒪 is a
matrix. Thus, at any time
, on can determine
from
,
, ⋯,
iff
: Remark: in this approach, it is assumed that one can derive
at any time t in
using perfect non causal derivators (i.e.: knowing the whole trajectory
). In a real-time implementation, we must keep in mind that such a perfect derivation is not realizable. 3. Duality:
The dual system
of the primal system
defined by the 4 state-space matrices
,
,
,
also noted: is:
The controllablity (resp. observability) conditions can be converted into observability (resp. controllabiity) conditions by changing the pair
by the pair
(resp
by
).