Blind Identification of Structured Dynamic Systems

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Blind Identification of Structured Dynamic Systems

A Deterministic Perspective

Book (2022)

Author(s)

Chengpu Yu (Beijing Institute of Technology)

Lihua Xie (Nanyang Technological University)

Michel Verhaegen (TU Delft - Team Shengling Shi)

Jie Chen (Tongji University)

Research Group

Team Shengling Shi

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

DOI related publication

https://doi.org/10.1007/978-981-16-7574-4 Final published version

To reference this document use

https://resolver.tudelft.nl/uuid:38f95e73-776d-4122-bbc6-05c9d585f558

More Info

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Publication Year

2022

Language

English

Research Group

Team Shengling Shi

ISBN (print)

978-981-16-7573-7

ISBN (electronic)

978-981-16-7574-4

Downloads counter

176

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area, which would save a lot of time and avoid collecting the scattered information from research papers, reports and unpublished work.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.