When the state transition matrix is diagonal, we have the
so-called modal representation. In the single-input,
single-output (SISO) case, the general diagonal system looks like
Thus, the diagonalized state-space system consists of parallel one-pole systems. See §9.2.2 and §6.8.7 regarding the conversion of direct-form filter transfer functions to parallel (complex) one-pole form.