Title :
Parameter estimation of spectral components of a signal: comparison of techniques
Author :
Liguori, Consolatina ; Paciello, Vincenzo ; Paolillo, Alfedo
Author_Institution :
Salerno Univ., Salerno
Abstract :
This paper deals with a comparison among different methods for the spectral analysis of signals. Methods of both parametric and non-parametric classes are considered. After a brief outline of the considered methods, the results of numerical tests, aiming to completely characterize them under a metrological point of view and for the estimation of their execution times, are reported. The comparison is intended to help designers involved in the realization of real-time spectral measurement systems in the choice of the most suitable algorithm for a specified applications.
Keywords :
parameter estimation; signal processing; spectral analysis; parameter estimation; real-time spectral measurement systems; spectral analysis; spectral components; Frequency measurement; Gaussian noise; IEEE members; Instrumentation and measurement; Interference; Parameter estimation; Signal processing; Signal processing algorithms; Spectral analysis; Testing; digital signal processing; frequency domain analysis; spectral resolution;
Conference_Titel :
Instrumentation and Measurement Technology Conference Proceedings, 2007. IMTC 2007. IEEE
Conference_Location :
Warsaw
Print_ISBN :
1-4244-0588-2
DOI :
10.1109/IMTC.2007.379317