Analysis of lattice-Hammerstein nonlinear filters

In this paper, we introduce the nonlinear lattice-Hammerstein filter. This is performed by analytically deriving the relationships between forward and backward prediction error signals, the respective error powers, and the corresponding lattice-Hammerstein coefficients. This nonlinear structure is m...

Full description

Saved in:
Bibliographic Details
Main Authors: Kahaei, M.H., Baharlouei, A., Eghtedari, M., Torbatian, M.
Format: Conference Proceeding
Language:English
Subjects:
Communication channels
Data communication
Echo cancellers
Educational institutions
Equations
Higher order statistics
Lattices
Nonlinear filters
Performance analysis
Signal analysis
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:In this paper, we introduce the nonlinear lattice-Hammerstein filter. This is performed by analytically deriving the relationships between forward and backward prediction error signals, the respective error powers, and the corresponding lattice-Hammerstein coefficients. This nonlinear structure is much simpler than that of the lattice-Volterra filter with a significant reduction in computations.
DOI:10.1109/ISSPIT.2004.1433830