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Engineering Creativity Award: Maximum Likelihood Applied to Spectrum Estimation

Engineering Creativity Award: Maximum Likelihood Applied to Spectrum Estimation
工程创意奖:最大似然法应用于频谱估计
批准号:
8710984
负责人:
Michael Miller
金额:
$9.0万
依托单位:
依托单位国家:
美国
项目类别:
Continuing Grant
财政年份:
1987
资助国家:
美国
项目状态:
已结题
起止时间:
1987-10-01 至 1991-03-31

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中文摘要
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英文摘要
The research deals with work in spectrum estimation for problems involving finite samples from stationary Gaussian stochastic processes. Emphasis is on the general method for achieving estimators with small bias and low variance. Theoretical work is in three areas: 1) Implementation via lattice filters, 2) Maximum-entropy extension, 3) Complex exponentials in noise. Investigations also involve multi-signal array processing, beamforming, and delay-doppler radar imaging along with mapping of these signal processing algorithms to parallel architectures. This project is one supported under the Creativity Awards for Undergraduate Engineering Students.
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