This paper gives a discussion on a misspecified ARMA(1,1) model fitting to an AR(2) process. A number of globally and locally points of the conditional likelihood function is investigated when the sample size tends to infinity. We detect the conditions of AR(2) parameters on which the ARMA(1,1) conditional likelihood function has more than one locally maximal points in the stationary and invertible parameter space.