Title :
Performance of a Discrete Spectral Peak Frequency Estimator for Doppler Wind Velocity Measurements
Author :
Hardesty, R. Michael
Author_Institution :
NOAA/ERL/Wave Propagation Laboratory, Boulder, CO 80303
Abstract :
A frequency estimator formed from the peak of a discrete power spectrum is examined. Expressions to compute the performance of the estimator as a function of input signal bandwidth and signal-to-noise ratio are developed and used to study the estimator´s capability to measure signal mean frequencies for remote Doppler measurement of atmospheric winds. Performance comparisons with the widely used complex-covariance estimator, based on simulations, show that frequency estimates formed from the spectral peak tend to have larger variance, except in the case of narrow-band input signals where the estimate standard deviation approaches that of the complex-covariance estimator.
Keywords :
Atmospheric measurements; Atmospheric modeling; Bandwidth; Computational modeling; Doppler measurements; Frequency estimation; Frequency measurement; Signal to noise ratio; Velocity measurement; Wind speed;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.1986.289626