Robust real-time power spectrum estimation

A recursive robust algorithm for parameter estimation of an AR model, when the scale parameter is also unknown, is considered. First is given the optimal loss function on the class of distributions which is the basis of the criterion generator formulation. Using an approach which is similar to the recursive maximum likelihood methodology, a robust recursive algorithm is derived by criterion minimization. Parameter convergence with probability one is then proved using differential equations