Let $$ Q = \begin{bmatrix} Q_0 & Q_1 & Q_2 & \cdots\\ Q_{-1} & Q_{0} & Q_1 & \cdots\\ Q_{-2} & Q_{-1} & Q_0 & \cdots\\ \vdots & \vdots & \vdots & \ddots \end{bmatrix} $$ be a block Toeplitz matrix with $Q_n\in \mathbb{R}^{p\times p}$ and $Q_{-n} = Q_{n}^{\sf{T}}$, i.e., $Q$ is symmetric. Additionally, let $Q_0$ be positive-definite.
Questions:
- When is a finite such $Q$ invertible?
- When does the inverse represent a bounded linear operator for infinite $Q$?