Książki

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area, which would save a lot of time and avoid collecting the scattered information from research papers, reports and unpublished work.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

Blind Identification of Structured Dynamic Systems: A Deterministic Perspective

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.