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
ISBN: 9789155472689
195 pages, 6 1/2 x 9 1/2"
$62.50 Paper Original

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Partial Contents:

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

Automotive Engineering


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