Title :
DFT-based frequency estimation under harmonic interference
Author :
Ferreira, Anfbal ; Sousa, Ricardo
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Porto, Porto, Portugal
Abstract :
In this paper we address the accurate estimation of the frequency of sinusoids of natural signals such as singing, voice or music. These signals are intrinsicly harmonic and are normally contaminated by noise. Taking the Crame¿r-Rao Lower Bound for unbiased frequency estimators as a reference, we compare the performance of several DFT-based frequency estimators that are non-iterative and that use the rectangular window or the Hanning window. Tests conditions simulate harmonic interference and two new ArcTan-based frequency estimators are also included in the tests. Conclusions are presented on the relative performance of the different frequency estimators as a function of the SNR.
Keywords :
discrete Fourier transforms; frequency estimation; interference (signal); signal processing; Crame¿r-Rao lower bound; DFT-based frequency estimation; Hanning window; discrete Fourier transforms; harmonic interference; natural signals; sinusoids frequency; Discrete Fourier transforms; Educational technology; Frequency estimation; Interference; Interpolation; Maximum likelihood estimation; Phase estimation; Signal processing; Speech analysis; Testing;
Conference_Titel :
Communications, Control and Signal Processing (ISCCSP), 2010 4th International Symposium on
Conference_Location :
Limassol
Print_ISBN :
978-1-4244-6285-8
DOI :
10.1109/ISCCSP.2010.5463461