Estimation of Two Sinusoids in a Very Short Signal

Rafał Piotr Rytel-Andrianik

Abstract

In the paper, the estimation the parameters (frequency, amplitude, phase) of two complex-valued sinusoids embedded in a white gaussian circular additive noise is considered. In this context, it is answered what is the minimal necessary number of signal samples needed to reliably estimate all the parameters of both sinusoids. The Cramer-Rao bounds and maximum likelihood estimator are used in the analysis. The answer to the posed question is not straightforward. It is shown that three signal samples are enough only if the difference of phases between both sinusoids meets certain condition, otherwise estimation results are ambiguous. The use of four signal samples has the advantage that reliable estimates can be obtained irrespectively of this phase difference.
Author Rafał Piotr Rytel-Andrianik (FEIT / PE)
Rafał Piotr Rytel-Andrianik,,
- The Institute of Electronic Systems
Pages1-7
Book Proceedings of Signal Processing Symposium , 2011
Keywords in EnglishMultiple frequencies estimation, Short linear array
Languageen angielski
Score (nominal)0
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