DocumentCode
3432330
Title
Exact Cramer Rao Bound for near field source localization
Author
Begriche, Youcef ; Thameri, Messaoud ; Abed-Meraim, Karim
Author_Institution
Telecom ParisTech, Paris, France
fYear
2012
fDate
2-5 July 2012
Firstpage
718
Lastpage
721
Abstract
In this paper, we derive the conditional Cramer Rao Bound (CRB) for near field source localization using the exact expression of the time delay parameter. Based on this derivation, several observations and comments are made: (i) The exact CRB allows us to analyze the effect of the near field assumption on the angle of arrival estimation performance, (ii) the second order Taylor expansion of the exact CRB is shown to be different from the CRB given by El Korso et al for an approximate time delay parameter (i.e approximate model), and (iii) we show how the exact CRB can be used to define the `near field localization region´ based on a target localization performance. Simulation experiments are provided to better illustrate our different results and observations.
Keywords
approximation theory; delays; direction-of-arrival estimation; angle-of-arrival estimation; exact CRB; exact Cramer Rao bound; near field source localization; second order Taylor expansion; target localization performance; time delay parameter approximation; Analytical models; Approximation methods; Cramer-Rao bounds; Data models; Delay effects; Taylor series; CRB; Near field; Source localization;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Science, Signal Processing and their Applications (ISSPA), 2012 11th International Conference on
Conference_Location
Montreal, QC
Print_ISBN
978-1-4673-0381-1
Electronic_ISBN
978-1-4673-0380-4
Type
conf
DOI
10.1109/ISSPA.2012.6310646
Filename
6310646
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