IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Online ISSN : 1745-1337
Print ISSN : 0916-8508
Regular Section
Maximum Likelihood Parameter Estimator for a Nonuniformly-Sampled Real Sinusoid
Weize SUNHing Cheung SO
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2010 年 E93.A 巻 10 号 p. 1813-1815

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In this Letter, the maximum likelihood (ML) estimator for the parameters of a real sinusoid in additive white Gaussian noise using irregularly-spaced samples is derived. The ML frequency estimate is first determined by a one-dimensional search, from which optimum amplitude and phase estimates are then computed. It is shown that the estimation performance of the ML method can attain Cramér-Rao lower bound when the signal-to-noise ratio is sufficiently large.
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© 2010 The Institute of Electronics, Information and Communication Engineers
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