Title :
Harmonic retrieval based on cross-high-order cumulant
Author :
Ma, Yan ; Shi, Yaowu ; Wu, ShuHua
Author_Institution :
Inf. Sci. & Eng. Inst., Jilin Univ. of Technol., Changchun, China
fDate :
6/22/1905 12:00:00 AM
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
Keywords :
frequency estimation; harmonic analysis; higher order statistics; interference suppression; parameter estimation; random noise; spectral analysis; Yule-walker equation; cross-fourth-order cumulants; cross-high-order cumulants; harmonic retrieval; high-order statistics; hybrid colored noise; moment method; noise suppression; parameter estimation; sinusoidal harmonic signals; spectral estimation; Cities and towns; Colored noise; Equations; Gaussian noise; Information science; Multiple signal classification; Parameter estimation; Sonar navigation; Statistics; Telephony;
Conference_Titel :
Signal Processing Proceedings, 2000. WCCC-ICSP 2000. 5th International Conference on
Print_ISBN :
0-7803-5747-7
DOI :
10.1109/ICOSP.2000.894543