Remarks on the Cramer-Rao Inequality for Doppler-Based Target Parameter Estimation
Date
2010
Authors
Bishop, Adrian
Smith , Matthew
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Publisher
IEEE Computer Society
Abstract
This paper outlines the problem of multi-static Doppler-based target position and velocity estimation. The Fisher information matrix is derived given a separate target illuminator and then given a target-based isotropic signal emission. Some remarks concerning the Cramer-Rao inequality and its relationship to the estimation problem are given. Some results concerning the placement of the receivers are given and some open problems are discussed.
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Keywords
Keywords: Cramer Rao inequality; Doppler; Estimation problem; Isotropic signal; Multi-static; Open problems; Target position; Data processing; Intelligent control; Parameter estimation; Sensor networks; Smart sensors; Fisher information matrix
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Source
Proceedings of ISSNIP 2010
Type
Conference paper
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Restricted until
2037-12-31
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