TST matrix

TST stands for tridiagonal, symmetric and Toeplitz:

Diagonalisation

The eigenvalues of a TST matrix are

for .
The eigenvectors are

and we find the orthonormal matrix .
Hence where

Commutativity

Note that all the TST matrices share the same set of eigenvectors,
hence they all commute.