Frequency Estimation Based on Linear Predictor using Unbiased WLS Algorithm

An unbiased weighted least square (UWLS) adaptive algorithm is developed and proposed to cooperate with a second-order linear predictor to estimate the frequency of a single tone embed in noise. A new objective function and updating equations are introduced to improve the performance of previous WLS algorithm. Extensive simulations are drawn to verify the performance of the proposed estimator.