Definition A matrix A is a block diagonal matrix if if: A_{1} & 0 & \dots & 0\\ 0 &A_{2} & \dots &0\\ 0 &\dots & 0 &A_{n} \\ \end{array}\right]$$ Where $A_{i}$ is a square matrix