obsv

Observability of state-space model.

📝 Syntax

• Ob = obsv(A, C)

• Ob = obsv(sys)

📥 Input argument

• sys - State-space model

• A - State matrix: Nx-by-Nx matrix

• C - State-to-output matrix: Ny-by-Nx matrix

📤 Output argument

• Ob - Observability matrix.

📄 Description

Theobsv functionis designed to calculate the observability matrix for state-space systems.

Given an Nx-by-Nx matrixA representing the system dynamics and a Ny-by-Nx matrix C specifying the output, the function callobsv(A, C) generates the observability matrix.

It is advised against using the rank of the observability matrix for testing observability due to numerical instability.

The observability matrixOb tends to be numerically singular for systems with more than a few states, making the rank-based approach unreliable for such cases.

💡 Example

% Define the system matrices
A = [1 2; 3 4];
C = [7 8];

% Check observability using obsv function
O = obsv(A, C);

% Display the observability matrix
disp('Observability matrix:');
disp(O);

% Check if the system is observable
if rank(O) == size(A, 1)
    disp('The system is observable.');
else
    disp('The system is not observable.');
end

🔗 See also

obsvf.

🕔 History

Version	📄 Description
1.0.0	initial version