Harmonic retrieval based on cross-high-order cumulant
Yan Ma, YaoWu Shi, Shaocheng Wu
Abstract
Yan Ma, YaoWu Shi, Shaocheng Wu
Abstract
This paper describes a method of estimating the parameters of sinusoidal harmonic signals buried in hybrid colored noise. We define novel high-order statistics, referred to as cross-fourth-order cumulants, that is the basis of the method proposed. The method is insensitive to hybrid colored noise. Employing cross-fourth-order cumulants, we estimated the sinusoid parameters using the moment method that has been developed on the Yule-walker equation of cross-fourth-order cumulants. Simulation results show that the new method is accurate and can suppress the effect of hybrid colored noise.
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This paper describes a method of estimating the parameters of sinusoidal harmonic signals buried in hybrid colored noise. We define novel high-order statistics, referred to as cross-fourth-order cumulants, that is the basis of the method proposed. The method is insensitive to hybrid colored noise. Employing cross-fourth-order cumulants, we estimated the sinusoid parameters using the moment method that has been developed on the Yule-walker equation of cross-fourth-order cumulants. Simulation results show that the new method is accurate and can suppress the effect of hybrid colored noise.
Key concepts: Cumulant, Higher-order statistics, Colors of noise, Noise (video), Colored, Basis (linear algebra), Harmonic, Moment (physics)