Recursive Identification of Nonlinear Hammerstein Systems With FIR Linear Parts Under Impulsive Noise With Model Selection and Order Determination

Recursive Identification of Nonlinear Hammerstein Systems With FIR Linear Parts Under Impulsive Noise With Model Selection and Order Determination

This paper proposes a new smoothly clipped absolute deviation (SCAD) regularized recursive identification algorithm for nonlinear Hammerstein systems having a finite duration impulse response (FIR) linear part in impulsive noise environment. It extends the conventional batch-mode over-determined two...

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Bibliographic Details
Main Authors: Jianqiang Lin, Shing-Chow Chan
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Automatic model order determination
Hammerstein systems
recursive identification
SCAD regularization
variable forgetting factor (VFF)
Online Access:https://ieeexplore.ieee.org/document/10609384/

Internet

https://ieeexplore.ieee.org/document/10609384/

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