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Robustness analysis of linear estimators

Robustness of a system has been defined in various ways and a lot of work has
been done to model the system robustness , but quantifying or measuring robustness
has always been very difficult. In this research we consider a simple system of a
linear estimator and then attempt to model the system performance and robustness
in a geometrical manner which admits an analysis using the differential geometric
concepts of slope and curvature. We try to compare two different types of curvatures,
namely the curvature along the maximum slope of a surface and the square-root of the
absolute value of sectional curvature of a surface, and observe the values to see if both
of them can alternately be used in the process of understanding or measuring system
robustness. In this process we have worked on two different examples and taken
readings for many points to find if there is any consistency in the two curvatures.

Identiferoai:union.ndltd.org:tamu.edu/oai:repository.tamu.edu:1969.1/500
Date30 September 2004
CreatorsTayade, Rajeshwary
ContributorsHalverson, D. R.
PublisherTexas A&M University
Source SetsTexas A and M University
Languageen_US
Detected LanguageEnglish
TypeBook, Thesis, Electronic Thesis, text
Format357333 bytes, 59882 bytes, electronic, application/pdf, text/plain, born digital

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