Blind Identification of Structured Dynamic Systems A Deterministic Perspective

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 l...

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Bibliographic Details
Main Authors: Yu, Chengpu, Xie, Lihua (Author), Verhaegen, Michel (Author), Chen, Jie (Author)
Format: eBook
Published: Singapore Springer Nature Singapore 2022, 2022
Edition:1st ed. 2022
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Introduction
  • Linear Algebra and Polynomial Matrices
  • Representation of Linear System Models
  • Identification of LTI Systems
  • Blind Identification of SIMO FIR Systems
  • Blind Identification of SISO IIR Systems via Oversampling
  • Distributed Blind Identification of Networked FIR Systems
  • Blind Identification of MIMO Systems
  • Blind Identification of Structured State-Space Models
  • Blind Local Identification of Large-Scale Networked Systems
  • Conclusions