We propose a two-step procedure for estimating the frequency of a single sinusoid embedded in additive, white noise. We prove its effectiveness through statistical analysis and computer experiments. Our procedure provides lower variances of the estimator than existing one-step procedures.

Keywords: Frequency estimation, Real sinusoid, Pisarenko’s method, Variance analysis.