Title :
Harmonics retrieval based on quaternion matrix
Author :
Sun, Xiaoying ; Wang, Fei ; She, Ji
Author_Institution :
Inst. of Commun. Eng., Jilin Univ., Changchun
Abstract :
This paper presented a novel method to estimate harmonicspsila parameters with quaternion. First, a kind of quaternion model of harmonic was established. Then, its correlation matrix, a quaternion correlation matrix (QCM), was constructed. Finally, this QCM was decomposed, where quaternion noise subspace was used to estimate harmonicpsilas parameters. Simulations illustrated this special idea and showed that frequency resolution of this method was better than that of classical MUSIC method.
Keywords :
correlation methods; harmonics; matrix decomposition; signal classification; MUSIC method; QCM; harmonics retrieval; quaternion correlation matrix; quaternion noise subspace; Additive noise; Amplitude estimation; Autocorrelation; Frequency estimation; Information retrieval; Matrix decomposition; Parameter estimation; Phase estimation; Quaternions; Space technology;
Conference_Titel :
Signal Processing, 2008. ICSP 2008. 9th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2178-7
Electronic_ISBN :
978-1-4244-2179-4
DOI :
10.1109/ICOSP.2008.4697088