Abstract
In this article we propose a simple method for estimating the number of sinusoids in additive noise by using the penalty function approach. We establish the strong consistency of the proposed method under the assumption of independent and identically distributed random errors. We also provide an upper bound of the probability of wrong detection under the same assumptions.
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