Analysis of Some Methods for

Identifying Dynamic Errors-in-Variables Systems

Uppsala Dissertations from the Faculty of

Science & Technology, No. 78

By Mei Hong

October 2008

Uppsala University

Distributed by Coronet Books Inc.

ISBN: 9789155472689

195 pages, 6 1/2 x 9 1/2"

$62.50 Paper Original

Partial Contents:

- Introduction
- A Brief Introduction to System Identification
- Errors-in-Variables
- Three Algorithms Based on the Bias-compensated Least Squares Principle
- Relationships Between the Equations USed in BELS, Frisch and ECLS
- Convergence properties of BELS
- Asymptotic Accuracy of the BELS Algorithm
- Comparison of Three Frisch Algorithms
- Statistical Analysis of a Third-order Cumulants-based Algorithm
- Comparisons of the TML and SML Algorithms
- Identification of EIV Systems with Periodic Input Signals
- Summary and Future Work

Automotive Engineering

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