43 citations · 153 across the 29 of their papers we have counts for
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Analytic MMSE Bounds in Linear Dynamic Systems with Gaussian Mixture Noise Statistics
Leila Pishdad, Fabrice Labeau
Using state-space representation, mobile object positioning problems can be described as dynamic systems, with the state representing the unknown location and the observations bein…
A New Reduction Scheme for Gaussian Sum Filters
Leila Pishdad, Fabrice Labeau
In many signal processing applications it is required to estimate the unobservable state of a dynamic system from its noisy measurements. For linear dynamic systems with Gaussian M…
Approximate MMSE Estimator for Linear Dynamic Systems with Gaussian Mixture Noise
Leila Pishdad, Fabrice Labeau
In this work we propose an approximate Minimum Mean-Square Error (MMSE) filter for linear dynamic systems with Gaussian Mixture noise. The proposed estimator tracks each component…
Formulation and Steady-state Analysis of LMS Adaptive Networks for Distributed Estimation in the Presence of Transmission Errors
Saeed Ghazanfari-Rad, Fabrice Labeau
This article presents the formulation and steady-state analysis of the distributed estimation algorithms based on the diffusion cooperation scheme in the presence of errors due to…