Title :
Grouped B-spline windows for power spectral density estimation
Author :
Stanciu, Lucian ; Stanciu, Corneliu
Author_Institution :
Dept. of Telecommun., Univ. Politeh. of Bucharest, Bucharest, Romania
Abstract :
The power spectral density of a signal can be estimated most accurately by using a window that can attain a narrower main lobe width and a higher decay rate. Conventional windows are able to control these characteristics by only one parameter, so there is a trade-off problem. To reduce the effect of spectral leakage, a window function can be used whose amplitude tapers smoothly and gradually toward zero at both ends. The spectral methods are accurate for smooth functions and we propose using grouped B-spline windows with three control parameters for power spectral density estimation and analyze its characteristics.
Keywords :
spectral analysis; splines (mathematics); control parameters; decay rate; grouped B-spline windows; main lobe width; power spectral density estimation; smooth functions; spectral leakage; spectral methods; window function; Accuracy; Attenuation; Bandwidth; Convolution; Energy resolution; Estimation; Splines (mathematics);
Conference_Titel :
Signals, Circuits and Systems (ISSCS), 2013 International Symposium on
Conference_Location :
Iasi
Print_ISBN :
978-1-4799-3193-4
DOI :
10.1109/ISSCS.2013.6651176