DocumentCode :
2790232
Title :
A cross four-order cumulants based harmonic retrieval TLS-ESPRIT method in the estimation of harmonic parameters
Author :
Ma, Long ; Jin, Yanzhong ; Wang, Lei
Author_Institution :
Aviation Theor. Dept., Aviation Univ. of Air Force, Changchun, China
fYear :
2011
fDate :
15-17 July 2011
Firstpage :
12
Lastpage :
15
Abstract :
A cross four-order cumulant expression is derived from complex-valued and real-valued random harmonic signal in the context of hybrid colored noise. Based on this expression, a TLS-ESPRIT retrieval method is proposed and used to jointly estimate harmonic frequency, mutual power and phase difference. Theoretical analysis and digital simulation studies have shown that the proposed method can restrain the Gaussian colored noise and/or the unrelated non-Gaussian colored noise between the channels with high frequency resolution and stability in the estimation of harmonic parameters.
Keywords :
Gaussian noise; frequency estimation; harmonic analysis; higher order statistics; phase estimation; signal processing; Gaussian colored noise; complex-valued harmonic signal; cross four-order cumulant expression; digital simulation; harmonic frequency estimation; harmonic parameter estimation; harmonic retrieval TLS-ESPRIT method; hybrid colored noise; mutual power estimation; phase difference estimation; real-valued random harmonic signal; unrelated nonGaussian colored noise; Colored noise; Estimation; Frequency estimation; Harmonic analysis; Matrix decomposition; Power harmonic filters; cross higher-order cumulants; frequency screen; harmonic retrieval;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechanic Automation and Control Engineering (MACE), 2011 Second International Conference on
Conference_Location :
Hohhot
Print_ISBN :
978-1-4244-9436-1
Type :
conf
DOI :
10.1109/MACE.2011.5986845
Filename :
5986845
Link To Document :
بازگشت