A Bayesian spectrum estimator of harmonic signals in Gaussian noise is
derived. It is based on the expected value of the theoretical signal
spectrum over the joint posterior density function of the signal and n
oise parameters. Simulation results are provided that show its perform
ance and comparison with MUSIC.