Strong consistency of a family of model order selection rules for estimating 2D sinusoids in noise

We consider the problem of jointly estimating the number as well as the parameters of 2D sinusoidal signals, observed in the presence of an additive white Gaussian noise field. In this paper we prove the strong consistency of a large family of model order selection rules.