Estimation of Parameters for Gaussian Random Variables using Robust Differential Geometric Techniques

Most signal processing systems today need to estimate parameters of the underlying probability distribution, however quantifying the robustness of this system has always been difficult. This thesis attempts to quantify the performance and robustness of the Maximum Likelihood Estimator (MLE), and a r...

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Bibliographic Details
Main Author: Yellapantula, Sudha
Other Authors: Halverson, Don R.
Format: Others
Language:en_US
Published: 2010
Subjects:
Online Access:http://hdl.handle.net/1969.1/ETD-TAMU-2009-05-375
http://hdl.handle.net/1969.1/ETD-TAMU-2009-05-375