[Math] Choose $\mathbf{B}$ such that eigenvalues are un/controllable

control theorydynamical systems

I have the state space system $\dot{x} = Ax + Bu$

with $A = \begin{bmatrix} 1 & -5 \\ -5 & 1\end{bmatrix}$.

I have to find a $B$ vector such that the system has $\lambda = 6$ as controllable eigenvalue and $\lambda = -4$ as uncontrollable eigenvalue.

I think I can just choose either $B = \begin{bmatrix} 0 \\ 1 \end{bmatrix}$ or $B = \begin{bmatrix} 1 \\ 0 \end{bmatrix}$, depending on where you would put the eigenvalues of $A$ on the diagonal. I think however that I am making a error here…

edit

I understand the question now some what better. But $\lambda_i$ is said to be a controllable eigenvalue if $\text{rank}\begin{bmatrix}A – \lambda_i I & B\end{bmatrix} = n$.

Thus I have to find a $B$ for which $\text{rank}\begin{bmatrix}A – \lambda_i I & B\end{bmatrix} \neq n$ for $\lambda_i = -4$ and $\text{rank}\begin{bmatrix}A – \lambda_i I & B\end{bmatrix} = n$ for $\lambda_i = 6$

Best Answer

$\lambda_i$ is said to be a controllable eigenvalue if $\text{rank}\begin{bmatrix}A - \lambda_i I & B\end{bmatrix} = n$.

$\begin{bmatrix} A - \lambda_i & B\end{bmatrix} = \begin{bmatrix} 1-\lambda_i & -5 & b_1 \\ -5 & 1 - \lambda_i & b_2\end{bmatrix}$

For $\lambda_i = 6$

$\begin{bmatrix} A - \lambda_i & B\end{bmatrix} = \begin{bmatrix} -5 & -5 & b_1 \\ -5 & -5 & b_2\end{bmatrix} \sim \begin{bmatrix} -5 & -5 & b_1 \\ 0 & 0 & b_2 - b_1\end{bmatrix}$, this has full rank for $b_2 - b_1 \neq 0$.

For $\lambda_i = -4$

$\begin{bmatrix} A - \lambda_i & B\end{bmatrix} = \begin{bmatrix} 5 & -5 & b_1 \\ -5 & 5 & b_2\end{bmatrix} \sim \begin{bmatrix} 5 & -5 & b_1 \\ 0 & 0 & b_2 + b_1\end{bmatrix}$, this has not full rank for $b_2 + b_1 = 0$.

Hence take $b_1 = -1$ and $b_2 = 1$ thus $B = \begin{bmatrix} -1 \\ 1 \end{bmatrix}$