Title :
High accuracy frequency analysis using instantaneous frequency attractors
Author :
Amelia Ciobanu;Cristian Negrescu;Valentin A. Niţă;Robert Al. Dobre;Dumitru Stanomir
Author_Institution :
Telecommunication Department, "
Abstract :
In this paper an improved version of the instantaneous frequency attractors (IFAs) algorithm is presented, by introducing several solutions which reduce the number of spurious components especially for low signal to noise ratios (SNRs) and increase the accuracy of the frequency estimator. We perform multilevel comparison tests with both previous versions of the IFA algorithm and another high precision frequency estimation method based on the derivative of the signal. The test results confirm the superiority of the IFAs´ frequency accuracy, in different conditions: low SNRs, frequency distance between components, analysis frame length. Also, the number of spurious components is significantly reduced.
Keywords :
"Algorithm design and analysis","Band-pass filters","Signal to noise ratio","Frequency estimation","Signal processing algorithms","Signal resolution","Estimation"
Conference_Titel :
Signal Processing Conference (EUSIPCO), 2015 23rd European
Electronic_ISBN :
2076-1465
DOI :
10.1109/EUSIPCO.2015.7362446