High Resolution Model Order Selection and Parameter Estimation Using JDEF (Joint Detection/Estimation Filter)

The problem of model order selection in the presence of parametric uncertainty is considered. A high resolution joint detection/estimation filter is used to detect the correct order of the model and estimate the signal parameters. Simulations indicate the excellent performance of the method.