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Identification Error Bounds and Asymptotic Distributions for Systems with Structural Uncertainties.

Authors :
Yin, Gang
Kan, Shaobai
Wang, Le
Source :
Journal of Systems Science & Complexity; Mar2006, Vol. 19 Issue 1, p22-35, 14p
Publication Year :
2006

Abstract

This work is concerned with identification of systems that are subject to not only measurement noises, but also structural uncertainties such as unmodeled dynamics, sensor nonlinear mismatch, and observation bias. Identification errors are analyzed for their dependence on these structural uncertainties. Asymptotic distributions of scaled sequences of estimation errors are derived. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10096124
Volume :
19
Issue :
1
Database :
Complementary Index
Journal :
Journal of Systems Science & Complexity
Publication Type :
Academic Journal
Accession number :
49673309
Full Text :
https://doi.org/10.1007/s11424-006-0022-7