The second term easily evaluates to 0 (Ali 2000). Thus, the autocorrelation function depends only on tau and the mean value is a constant (Ali 2000).
References
Ali M. "Probabilistic Systems Analyses : Part II," University of the Witwatersrand, South Africa, 2000.
Brandon Hodgson