Blind Identification of Structured Dynamic Systems: A Deterministic Perspective

Chengpu Yu; Lihua Xie; Michel Verhaegen; Jie Chen

doi:10.1007/978-981-16-7574-4

Blind Identification of Structured Dynamic Systems: A Deterministic Perspective

Chengpu Yu^*, Lihua Xie, Michel Verhaegen, Jie Chen

^*Corresponding author for this work

School of Automation

Research output: Book/Report › Book › peer-review

2 Citations (Scopus)

Abstract

This book is intended for researchers active in the field of (blind) system identification and aims to provide new identification ideas/insights for dealing with challenging system identification problems. It presents a comprehensive overview of the state-of-the-art in the area, which would save a lot of time and avoid collecting the scattered information from research papers, reports and unpublished work. Besides, it is a self-contained book by including essential algebraic, system and optimization theories, which can help graduate students enter the amazing blind system identification world with less effort.

Original language	English
Publisher	Springer Nature
Number of pages	266
ISBN (Electronic)	9789811675744
ISBN (Print)	9789811675737
DOIs	https://doi.org/10.1007/978-981-16-7574-4
Publication status	Published - 22 Nov 2021

Keywords

Blind subspace identification
Blind system identification
Deterministic blind identification
Difference-of-convex programming
Structured state-space models

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10.1007/978-981-16-7574-4

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title = "Blind Identification of Structured Dynamic Systems: A Deterministic Perspective",

abstract = "This book is intended for researchers active in the field of (blind) system identification and aims to provide new identification ideas/insights for dealing with challenging system identification problems. It presents a comprehensive overview of the state-of-the-art in the area, which would save a lot of time and avoid collecting the scattered information from research papers, reports and unpublished work. Besides, it is a self-contained book by including essential algebraic, system and optimization theories, which can help graduate students enter the amazing blind system identification world with less effort.",

keywords = "Blind subspace identification, Blind system identification, Deterministic blind identification, Difference-of-convex programming, Structured state-space models",

author = "Chengpu Yu and Lihua Xie and Michel Verhaegen and Jie Chen",

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AU - Xie, Lihua

AU - Verhaegen, Michel

AU - Chen, Jie

PY - 2021/11/22

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AB - This book is intended for researchers active in the field of (blind) system identification and aims to provide new identification ideas/insights for dealing with challenging system identification problems. It presents a comprehensive overview of the state-of-the-art in the area, which would save a lot of time and avoid collecting the scattered information from research papers, reports and unpublished work. Besides, it is a self-contained book by including essential algebraic, system and optimization theories, which can help graduate students enter the amazing blind system identification world with less effort.

KW - Blind subspace identification

KW - Blind system identification

KW - Deterministic blind identification

KW - Difference-of-convex programming

KW - Structured state-space models

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BT - Blind Identification of Structured Dynamic Systems

PB - Springer Nature

ER -

Blind Identification of Structured Dynamic Systems: A Deterministic Perspective

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Keywords

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