Title :
Simple test for distinguishing constant from time-varying amplitude in harmonic retrieval problems
Author :
Besson, Olivier ; Stoica, Petre
Author_Institution :
Dept. of Avionics & Syst., ENSICA, Toulouse, France
fDate :
4/1/1999 12:00:00 AM
Abstract :
In many harmonic retrieval problems, it is not known a priori whether the amplitude of the sinusoidal signals dealt with is constant or time varying. In such applications, a key problem, prior to or in conjunction with frequency estimation, is to decide between these two alternatives or hypotheses. A statistical test for this problem is derived, based on the statistics of the difference between two frequency estimates. The test is computationally efficient and yields, as a by-product, consistent frequency estimates under either hypothesis. Numerical examples are included to show the performance of the proposed test
Keywords :
frequency estimation; harmonic analysis; least squares approximations; signal detection; statistical analysis; computationally efficient test; constant amplitude; detection probability; detection test; frequency estimation; harmonic retrieval problems; nonlinear least squares; performance; sinusoidal signals analysis; statistical test; time-varying amplitude; Doppler radar; Frequency estimation; Meteorological radar; Radar applications; Radar detection; Radar tracking; Signal detection; Statistical analysis; Testing; Yield estimation;
Journal_Title :
Signal Processing, IEEE Transactions on