Title :
Instantaneous frequency estimation for a sinusoidal signal combining DESA-2 and notch filter
Author :
Yosuke Sugiura;Keisuke Usukura;Naoyuki Aikawa
Author_Institution :
Tokyo University of Science, Faculty of Science and Technology
Abstract :
In this paper, we propose a new frequency estimation method for a sinusoidally modulated signal. The proposed method is constructed by three processing; the noise reduction, the frequency estimation, the updating of the noise reduction filter. In the noise reduction, we utilize an adaptive IIR bandpass filter which can extract only a specific frequency components. In the frequency estimation, we employ DESA-2, which is a non-linear operator with low computational complexity. The extraction frequency of the bandpass filter is effectively updated by integrating the estimation results of DESA-2 and the gradient estimation method. Through the estimation simulation for the noisy fluctuate sinusoidal signal, we show that the proposed method can estimate the instantaneous frequency accurately.
Keywords :
"Frequency estimation","Estimation","Signal to noise ratio","Noise reduction","Convergence","Europe"
Conference_Titel :
Signal Processing Conference (EUSIPCO), 2015 23rd European
Electronic_ISBN :
2076-1465
DOI :
10.1109/EUSIPCO.2015.7362870