Iterative Identification for Multivariable Systems with Time-Delays Based on Basis Pursuit De-Noising and Auxiliary Model

Iterative Identification for Multivariable Systems with Time-Delays Based on Basis Pursuit De-Noising and Auxiliary Model

This paper focuses on the joint estimation of parameters and time-delays of the multiple-input single-output output-error systems. Since the time-delays are unknown, an effective identification model with a high dimensional and sparse parameter vector is established based on overparameterization. Th...

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Bibliographic Details
Main Authors: Junyao You, Yanjun Liu
Format: Article
Language:English
Published: MDPI AG 2018-11-01
Series:Algorithms
Subjects:
multivariable system
parameter identification
time-delay estimation
basis pursuit de-noising
auxiliary model
quadratic program
Online Access:https://www.mdpi.com/1999-4893/11/11/180

Internet

https://www.mdpi.com/1999-4893/11/11/180

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