Estimation of ARMA Model Order via Artificial Neural Network for Modeling Physiological Systems

Estimation of ARMA Model Order via Artificial Neural Network for Modeling Physiological Systems

Model order estimation is the most important but challenging step for system identification using an autoregressive moving average (ARMA) model. In this paper, we propose an artificial neural network (ANN) structure to estimate the best model order for ARMA modeling of linear, time-invariant systems...

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Bibliographic Details
Main Authors: Md-Billal Hossain, Jihye Moon, Ki H. Chon
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
ARMA
artificial neural network
model order
AIC
BIC
Online Access:https://ieeexplore.ieee.org/document/9217434/

Internet

https://ieeexplore.ieee.org/document/9217434/

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