The estimation and HMM tracking of weak narrowband signals

In low signal to noise regimes long time sequences are generally needed to estimate and track the frequency of a sinusoid accurately. In this paper, we propose and analyse techniques which use only the complex Fourier coefficients from fixed length time samples. The tracking technique is constructed under Markovian assumptions on the true frequency. The techniques are illustrated with Markovian and Doppler examples