A fresh look at the Bayesian bounds of the Weiss-Weinstein family

A Renaux, P Forster, P Larzabal… - IEEE Transactions …, 2008 - ieeexplore.ieee.org
Minimal bounds on the mean square error (MSE) are generally used in order to predict the
best achievable performance of an estimator for a given observation model. In this paper, we …

General classes of performance lower bounds for parameter estimation—Part I: Non-Bayesian bounds for unbiased estimators

K Todros, J Tabrikian - IEEE Transactions on Information …, 2010 - ieeexplore.ieee.org
In this paper, a new class of lower bounds on the mean square error (MSE) of unbiased
estimators of deterministic parameters is proposed. Derivation of the proposed class is …

Cyclic Barankin-type bounds for non-Bayesian periodic parameter estimation

T Routtenberg, J Tabrikian - IEEE transactions on signal …, 2014 - ieeexplore.ieee.org
In many practical periodic parameter estimation problems, the appropriate performance
criteria are periodic in the parameter space. The existing mean-square-error (MSE) lower …

A new class of Bayesian cyclic bounds for periodic parameter estimation

E Nitzan, T Routtenberg… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Many practical signal processing applications involve estimation of parameters with periodic
nature, such as phase, frequency and direction-of-arrival estimation. The commonly used …

Deterministic performance bounds on the mean square error for near field source localization

MN El Korso, A Renaux, R Boyer… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
This correspondence investigates lower bounds on estimator's mean square error applied to
the passive near field source localization. More precisely, we focus on the so-called …

On the limitations of Barankin type bounds for MLE threshold prediction

K Todros, R Winik, J Tabrikian - Signal Processing, 2015 - Elsevier
Various approximations of the Barankin bound (BB), called Barankin type bounds (BTBs),
are usually used to predict the threshold region of the maximum likelihood estimator (MLE) …

Weiss–Weinstein bound for data-aided carrier estimation

A Renaux - IEEE Signal Processing Letters, 2007 - ieeexplore.ieee.org
This letter investigates Bayesian bounds on the mean-square error (MSE) applied to a data-
aided carrier estimation problem. The presented bounds are derived from a covariance …

A useful form of the Abel bound and its application to estimator threshold prediction

A Renaux, L Najjar-Atallah, P Forster… - IEEE Transactions on …, 2007 - ieeexplore.ieee.org
This correspondence investigates the Abel bound in order to predict the estimators mean
square error (mse) threshold effect. A tractable and computationally efficient form of this …

Contribution à l'analyse des performances d'estimation en traitement statistique du signal

A Renaux - 2006 - theses.hal.science
Cette thèse porte sur l'étude des performances des estimateurs dans le cadre du traitement
du signal et s' attache plus particulièrement à étudier et unifier les bornes minimales …

Estimation dynamique non-linéaire de canaux de transmission pour récepteurs satellites mobiles

JV Valls - 2010 - theses.hal.science
Cette thèse porte sur l'étude des techniques d'estimation Bayesienne non-linéaire, et leur
applications aux problèmes de synchronisation pour des systèmes de communication par …