Title :
Resolution of a 2/spl pi/ ambiguity problem in multiple frequency spectral estimation
Author :
McCormick, William S. ; Miller, David F. ; Tsui, James B Y
Author_Institution :
Dept. of Electr. Eng., Wright State Univ., Dayton, OH, USA
Abstract :
An algorithm is proposed to resolve a fundamental 2/spl pi/ ambiguity problem occurring in multiple frequency spectral estimation. Given M frequencies f/sub m/, and I separate frequency estimators with unambiguous bandwidths F/sub i/, the ambiguity problem can be stated as solving for the fm, given the estimator outputs, /spl alphasub mi/, (1/spl les/m/spl les/M;1/spl les/i/spl les/I) where f/sub m/=/spl alphasub mi/+K/sub mi/F/sub i/ and K/sub mi/ is some integer. The proposed algorithm exhaustively resolves all possible /spl alphasub mi/ groupings into single frequency values using a noise insensitive technique that exchanges system bandwidth for noise protection. The correct multiple frequencies are then defined as the single frequencies that repeat a specified number of times. A complete analysis is included.<>
Keywords :
frequency estimation; random noise; spectral analysis; 2/spl pi/ ambiguity problem; algorithm; finite precision effects; multiple frequencies; multiple frequency spectral estimation; noise protection; single frequency values; Bandwidth; Delay estimation; Equations; Frequency estimation; Mathematics; Protection; Research and development; Signal processing algorithms; State estimation; Statistics;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on