DocumentCode :
3745721
Title :
A New Synthetic Frequency Estimation Method of Sinusoid Based on Interpolated FFT
Author :
Lei Fan;Guoqing Qi
Author_Institution :
Coll. of Inf. Sci. &
fYear :
2015
Firstpage :
1725
Lastpage :
1729
Abstract :
A new frequency estimator of sinusoid based on interpolated FFT amplitudes is proposed. The coarse frequency estimation is made by the position of the maximum DFT amplitude. Then the fine estimation is made by utilizing the amplitudes of two DFT coefficients. Simulation results show that the root mean square errors of frequency estimation of the proposed estimator and Fang´s estimator are close to the Cramer-Rao Lower Bound when the signal frequency locates in different regions between two neighboring FFT spectral lines. To further improve the estimator´s performance, a synthetic frequency estimator is constructed. Simulation results show that the root mean square error of synthetic estimator is close to the Cramer-Rao Lower Bound when the signal frequency locates anywhere between two neighboring FFT spectral lines. The synthetic method has low computation complexity and outperforms the existing estimators.
Keywords :
"Frequency estimation","Estimation","Discrete Fourier transforms","Signal to noise ratio","Complexity theory","Frequency-domain analysis","Simulation"
Publisher :
ieee
Conference_Titel :
Instrumentation and Measurement, Computer, Communication and Control (IMCCC), 2015 Fifth International Conference on
Type :
conf
DOI :
10.1109/IMCCC.2015.366
Filename :
7406147
Link To Document :
بازگشت