DocumentCode
1448658
Title
Estimating the parameters of chirp signals: an iterative approach
Author
Ikram, Muhammad Z. ; Abed-Meraim, K. ; Hua, Yingbo
Author_Institution
Dept. of Electr. & Electron. Eng., Melbourne Univ., Parkville, Vic., Australia
Volume
46
Issue
12
fYear
1998
fDate
12/1/1998 12:00:00 AM
Firstpage
3436
Lastpage
3441
Abstract
This correspondence is concerned with the problem of estimating the parameters of constant amplitude chirp signals embedded in noise. An estimation algorithm based on a simple iterative approach is proposed whose main characteristics include accuracy, reduction in the error propagation effect, and operation over a wide range of phase parameter values. The estimation is quite robust against additive noise and is shown to achieve the Cramer-Rao lower bound even at relatively low signal-to-noise ratios. Simulation results are presented that justify the viability of the new algorithm and demonstrate its better performance as compared with the existing techniques
Keywords
iterative methods; noise; phase estimation; sequential estimation; signal processing; Cramer-Rao lower bound; accuracy; additive noise; constant amplitude chirp signals; error propagation effect; estimation algorithm; iterative approach; noise; performance; phase parameter values; signal-to-noise ratio; Additive noise; Amplitude estimation; Chirp; Iterative algorithms; Iterative methods; Noise level; Noise robustness; Parameter estimation; Phase estimation; Signal to noise ratio;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/78.735320
Filename
735320
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