DocumentCode :
2549824
Title :
A new QR-decomposition based recursive frequency estimator for multiple sinusoids in impulsive noise environment
Author :
Lau, W.Y. ; Chan, S.C. ; Zhang, Z.G. ; Leung, C.H.
Author_Institution :
Dept. of Electr. & Electron. Eng., Hong Kong Univ.
fYear :
2006
fDate :
21-24 May 2006
Lastpage :
4251
Abstract :
This paper proposes a new QR-decomposition-based recursive frequency estimation algorithm for multiple sinusoids based on the linear prediction (LP) approach. It extends the batch processing algorithm of So et al. in order to process the input samples recursively at a much lower arithmetic complexity for supporting on-line applications. Furthermore, a weighted least M-estimate (WLM) algorithm is developed to improve robustness to impulsive noise. Simulation results show that the robust recursive frequency estimator has a better performance than the conventional LS estimation in impulsive noise environment
Keywords :
frequency estimation; matrix decomposition; multidimensional signal processing; QR-decomposition; WLM algorithm; batch processing algorithm; impulsive noise environment; linear prediction; multiple sinusoids; recursive frequency estimator; weighted least M-estimate; Amplitude estimation; Arithmetic; Biomedical computing; Degradation; Frequency estimation; Linear predictive coding; Noise robustness; Polynomials; Recursive estimation; Working environment noise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 2006. ISCAS 2006. Proceedings. 2006 IEEE International Symposium on
Conference_Location :
Island of Kos
Print_ISBN :
0-7803-9389-9
Type :
conf
DOI :
10.1109/ISCAS.2006.1693567
Filename :
1693567
Link To Document :
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