Bounded Perturbation Regularization for Linear Least Squares Estimation

Bounded Perturbation Regularization for Linear Least Squares Estimation

This paper addresses the problem of selecting the regularization parameter for linear least-squares estimation. We propose a new technique called bounded perturbation regularization (BPR). In the proposed BPR method, a perturbation with a bounded norm is allowed into the linear transformation matrix...

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Bibliographic Details
Main Authors: Tarig Ballal, Mohamed A. Suliman, Tareq Y. Al-Naffouri
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Access
Subjects:
Linear estimation
least squares
Tikhonov regularization
mean squared error
Online Access:https://ieeexplore.ieee.org/document/8070950/

Internet

https://ieeexplore.ieee.org/document/8070950/

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