A delta MYWE algorithm for parameter estimation of noisy AR processes

We develop a delta-operator-based modified Yule-Walker equation algorithm (MYWE) for parameter estimation of a noisy autoregressive (AR) process. The methodology in developing this new algorithm is similar to the previous works on pure AR processes. Computer simulation results are given to show the improvement of performance in estimating AR parameters in white noise over the q-operator MYWE algorithm.