Title :
Robust estimation of mean Doppler frequency for the measurement of average wind velocity in a weather radar
Author_Institution :
Dept. of Inf. & Telecom. Eng., Inchon Univ., South Korea
Abstract :
In a Doppler weather radar, high resolution windspeed profile measurements are needed to provide reliable detection of a hazardous weather condition. For this purpose, the pulse pair method is generally considered to be the most efficient estimator. However, this estimator has some bias errors due to nonsymmetric spectra and may yield meaningless results in the case of a multimodal return spectrum. The bias errors were analyzed and an improved method was suggested to reduce these errors. For the case of a multimodal or seriously skewed spectrum, the modes of the spectrum may provide more reliable information than the statistical mean. Therefore, the idea of a relatively simple mode estimator is also developed
Keywords :
Doppler radar; frequency estimation; meteorological radar; radar applications; radar signal processing; velocity measurement; wind; Doppler weather radar; average wind velocity measurement; bias errors; hazardous weather condition; mean Doppler frequency; mode estimator; multimodal return spectrum; nonsymmetric spectra; pulse pair method; skewed spectrum; windspeed profile measurements; Autocorrelation; Doppler radar; Frequency estimation; Frequency measurement; Meteorological radar; Pulse measurements; Robustness; Velocity measurement; Wind speed; Yield estimation;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-1775-0
DOI :
10.1109/ICASSP.1994.389838