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Compact Cramer-Rao bound expressions for frequency estimation of sinusoidal signals in unknown colored noise

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Yılmaz, Ersen
Dilaveroğlu, Erdoğan
IEEE

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IEEE

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Compact expressions of the Cramer-Rao bound matrix for estimating the frequencies of a number of superimposed sinusoidal signals in colored Gaussian noise are presented for both complex and real data cases. The expressions are given for the most general case in which all the signal parameters (the frequencies, amplitudes, and phases of the sinusoids) are unknown and the covariance function of the noise is parameterized in some unspecified way. We then specialize our results for the important case where the noise samples come from an autoregressive noise process.

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Bu çalışma, 28-30, Nidan 2004 tarihlerinde Kuşadası[Türkiye]’da düzenlenen IEEE 12. Signal Processing and Communications Applications Conference Kongresi‘nde bildiri olarak sunulmuştur.

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Discrete-time observations, Tone parameter-estimation, Science & technology, Technology, Computer science, artificial intelligence, Engineering, electrical & electronic, Telecommunications, Computer science, Engineering

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