I don't know how much this might be of help but take a look at this statement
"A stationary process is mean-ergodic if its time average tends to the ensemble average as time tends to infinity"; (Papoulis, Probability, Random Variables and Stochastic Processes, McGraw-Hill, 1991, p. 428)