Title :
On the use of the Nuttall-Carter technique for PSD estimation
Author_Institution :
Dept. of Electr. & Comput. Eng., Tennessee Univ., Knoxville, TN, USA
Abstract :
The technique for nonparametric power spectral density (PSD) estimation introduced by A.H. Nuttall and G.C. Carter (1980, 1982) is essentially a combined time-domain/lag domain weighting method which offers the promise of reduced computations over traditional time-domain weighting methods. A lack of widely published test data, however, has perhaps reduced the widespread application of this technique. In addition, certain anomalies exist when using the technique with real data. These and other issues are discussed along with test cases to illustrate the various phenomena involved. Used correctly, the Nuttall-Carter technique does indeed offer reduced computational loading in certain situations. Used incorrectly, it can mask important spectral features extracted with traditional estimation methods
Keywords :
signal processing; spectral analysis; time-domain analysis; Nuttall-Carter technique; PSD estimation; lag domain weighting; nonparametric power spectral density; time-domain weighting; Computational efficiency; Discrete Fourier transforms; Discrete transforms; Power engineering and energy; Power engineering computing; Senior members; Signal processing; Stability; Testing; Time domain analysis;
Conference_Titel :
Southeastcon '92, Proceedings., IEEE
Conference_Location :
Birmingham, AL
Print_ISBN :
0-7803-0494-2
DOI :
10.1109/SECON.1992.202284