Title :
Adaptive Prony Method for Spectrum Estimation of Non-stationary Signals in Traction Systems
Author :
Bracale, A. ; Proto, D. ; Varilone, P.
Author_Institution :
Dept. of Electr. Eng., Napoli Federico II Univ.
Abstract :
The spectral components of power static converters used for both locomotive drives and auxiliary services can be highly time-varying with consequent difficulties in their detection. In this paper an adaptive Prony method is proposed to calculate time-varying spectral components with good accuracy and acceptable computational efforts. The method is based on an adaptive technique which minimizes the mean square relative error of signal estimation. The application of the method to an auxiliary static converter shows its high accuracy and acceptable computational efforts
Keywords :
adaptive signal processing; convertors; spectral analysis; traction; adaptive Prony method; auxiliary static converter; mean square relative error minimization; nonstationary signal; power static converter; signal spectrum estimation; time-varying spectral component; traction converter system; Adaptive signal detection; Damping; Discrete Fourier transforms; Equations; Estimation; Frequency; Modems; Spectral analysis; Static power converters; Time varying systems; Prony Method; Spectral Analysis; Traction converters;
Conference_Titel :
Computer as a Tool, 2005. EUROCON 2005.The International Conference on
Conference_Location :
Belgrade
Print_ISBN :
1-4244-0049-X
DOI :
10.1109/EURCON.2005.1630262