Wiener Filter Approximations Without Covariance Matrix Inversion

In this article, we address the problem of ill-conditioning of the Wiener filter, the optimal linear minimum mean square error estimator. Computing the Wiener filter involves the inverse of the observation covariance matrix. In practice, the observation covariance matrix has a large condition number...

Full description

Bibliographic Details
Main Authors: Pranav U. Damale, Edwin K. P. Chong, Louis L. Scharf
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Open Journal of Signal Processing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10173620/