A Wiener input process is shown to be persistently exciting (PE) for linear stochastic systems with time-varying, convergent, random coefficients, provided asymptotic noise controllability holds a.s. The PE result is in the sense that the minimum eigenvalue of the integrated outer product of the state process is of O(t) (t being the upper time limit of the integral).