In this article we propose a simple method for estimating the number o
f sinusoids in additive noise by using the penalty function approach.
We establish the strong consistency of the proposed method under the a
ssumption of independent and identically distributed random errors. We
also provide an upper bound of the probability of wrong detection und
er the same assumptions. (C) 1997 Elsevier Science B.V.