Title :
Sub-band implementation of the Harmonic MUSIC algorithm
Author :
Zhang, Johan Xi ; Christensen, Mads Græsbøll ; Dahl, Joachim ; Jensen, Søren Holdt ; Moonen, Marc
Author_Institution :
Dept. of Electron. Syst. (ES-MISP), Aalborg Univ., Aalborg
Abstract :
In this paper, we present a novel method for joint estimation of the order and fundamental frequency of a set of harmonically related sinusoids. This method uses a subband based approach to estimate the involved parameters using subspace techniques, and the resulting algorithm is termed frequency-selective harmonic MUSIC (F-HMUSIC). The performance of F-HMUSIC is evaluated and compared to both harmonic MUSIC (HMUSIC) and Cramer-Rao lower bound (CRLB). Especially, in a low signal-to-noise ratio (SNR) with colored noise scenarios, where F-HMUSIC outperforms HMUSIC. F-HMUSIC is concluded to be more computationally efficient and more robust against colored noise than other subspace based fundamental frequency estimators.
Keywords :
frequency estimation; harmonic analysis; signal classification; Cramer-Rao lower bound; colored noise; frequency-selective harmonic MUSIC algorithm; fundamental frequency estimation; order estimation; parameter estimation; subband based approach; Colored noise; Covariance matrix; Data models; Discrete Fourier transforms; Frequency estimation; Matrix decomposition; Multiple signal classification; Noise robustness; Signal to noise ratio; Speech coding; Fundamental frequency; orthogonality; pitch; sub-band; subspace;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-2353-8
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2009.4959582