Statistical Error Analysis of a DOA Estimator for a PCL System Using the Cramer-RAO Bound Theorem - Couverture souple

Say, Kerim

 
9781249449768: Statistical Error Analysis of a DOA Estimator for a PCL System Using the Cramer-RAO Bound Theorem
Couverture souple
ISBN 10 : 1249449766 ISBN 13 : 9781249449768
Editeur : Biblioscholar, 2012

Synopsis

Direction of Arrival (DOA) estimation of signals has been a popular research area in Signal Processing. DOA estimation also has a significant role in the object location process of Passive Coherent Location (PCL) systems. PCL systems have been in open literature since 1986 and their applications are not as clearly understood as the DOA estimation problem. However, they are the focus of many current research efforts and show much promise. The purpose of this research is to analyze the DOA estimation errors in a PCL system. The performance of DOA estimators is studied using the Cramer Rao Bound (CRB) Theorem. The CRB provides a lower bound on the variance of unbiased DOA estimators. Since variance is a desirable property for measuring the accuracy of an estimator, the CRB gives a good indication about the performance of an estimator.

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Éditeur
Biblioscholar
Date d'édition
2012
Langue
anglais
ISBN 10 
1249449766
ISBN 13 
9781249449768
Reliure
Broché
Nombre de pages
112
Coordonnées du fabricant
non disponible
Personne responsable
non disponible