DocumentCode :
922315
Title :
Single tone parameter estimation from discrete-time observations
Author :
Rife, David C. ; Boorstyn, Robert R.
Volume :
20
Issue :
5
fYear :
1974
fDate :
9/1/1974 12:00:00 AM
Firstpage :
591
Lastpage :
598
Abstract :
Estimation of the parameters of a single-frequency complex tone from a finite number of noisy discrete-time observations is discussed. The appropriate Cramér-Rao bounds and maximum-likelihood (MI.) estimation algorithms are derived. Some properties of the ML estimators are proved. The relationship of ML estimation to the discrete Fourier transform is exploited to obtain practical algorithms. The threshold effect of one algorithm is analyzed and compared to simulation results. Other simulation results verify other aspects of the analysis.
Keywords :
Parameter estimation; maximum-likelihood (ML) estimation; Algorithm design and analysis; Analytical models; Discrete Fourier transforms; Maximum likelihood estimation; Parameter estimation; Radar applications; Radar measurements; Sampling methods; System testing; Telephony;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.1974.1055282
Filename :
1055282
Link To Document :
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