Remarks on the Cramer-Rao inequality for Doppler-based target parameter estimation

Adrian N. Bishop; Matthew Smith

doi:10.1109/ISSNIP.2010.5706764

Remarks on the Cramer-Rao inequality for Doppler-based target parameter estimation

Adrian N. Bishop, Matthew Smith

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

8 Citations (Scopus)

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.

Original language	English
Title of host publication	Proceedings of the 2010 6th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2010
Pages	199-204
Number of pages	6
DOIs	https://doi.org/10.1109/ISSNIP.2010.5706764
Publication status	Published - 2010
Event	2010 6th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2010 - Brisbane, QLD, Australia Duration: 7 Dec 2010 → 10 Dec 2010

Publication series

Name	Proceedings of the 2010 6th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2010

Conference

Conference	2010 6th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2010
Country/Territory	Australia
City	Brisbane, QLD
Period	7/12/10 → 10/12/10

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10.1109/ISSNIP.2010.5706764

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Bishop, A. N., & Smith, M. (2010). Remarks on the Cramer-Rao inequality for Doppler-based target parameter estimation. In Proceedings of the 2010 6th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2010 (pp. 199-204). Article 5706764 (Proceedings of the 2010 6th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2010). https://doi.org/10.1109/ISSNIP.2010.5706764

Bishop, Adrian N. ; Smith, Matthew. / Remarks on the Cramer-Rao inequality for Doppler-based target parameter estimation. Proceedings of the 2010 6th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2010. 2010. pp. 199-204 (Proceedings of the 2010 6th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2010).

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title = "Remarks on the Cramer-Rao inequality for Doppler-based target parameter estimation",

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.",

author = "Bishop, {Adrian N.} and Matthew Smith",

year = "2010",

doi = "10.1109/ISSNIP.2010.5706764",

language = "English",

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series = "Proceedings of the 2010 6th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2010",

pages = "199--204",

booktitle = "Proceedings of the 2010 6th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2010",

note = "2010 6th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2010 ; Conference date: 07-12-2010 Through 10-12-2010",

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Bishop, AN & Smith, M 2010, Remarks on the Cramer-Rao inequality for Doppler-based target parameter estimation. in Proceedings of the 2010 6th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2010., 5706764, Proceedings of the 2010 6th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2010, pp. 199-204, 2010 6th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2010, Brisbane, QLD, Australia, 7/12/10. https://doi.org/10.1109/ISSNIP.2010.5706764

Remarks on the Cramer-Rao inequality for Doppler-based target parameter estimation. / Bishop, Adrian N.; Smith, Matthew.
Proceedings of the 2010 6th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2010. 2010. p. 199-204 5706764 (Proceedings of the 2010 6th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2010).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - 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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Bishop AN, Smith M. Remarks on the Cramer-Rao inequality for Doppler-based target parameter estimation. In Proceedings of the 2010 6th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2010. 2010. p. 199-204. 5706764. (Proceedings of the 2010 6th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2010). doi: 10.1109/ISSNIP.2010.5706764

Remarks on the Cramer-Rao inequality for Doppler-based target parameter estimation

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