Uncertainties in adaptive maximum entropy frequency estimators

Abstract

For a real sinusoid in white noise, the weight vector noise associated with an adaptive maximum entropy (AME) frequency estimator causes the spectrum peak to shift away from the input frequency. For a long adaptive filter, approximate expressions for this estimator's peak value and frequency variance are derived. For low SNR, the probability of obtaining a spurious peak is evaluated.