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Proceedings Paper

A statistical approach for performance analysis of uncertain systems
Author(s): Xinjia Chen
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Paper Abstract

In this paper, we propose a statistical approach for analyzing the performance of uncertain systems. By treating the uncertain parameters of systems as random variables, we formulate a wide class of performance analysis problems as a general problem of quantifying the deviation of a random variable from its mean value. New concentration inequalities are developed to make such quantification rigorous and analytically simple. Application examples are given for demonstrating the power of our approach.

Paper Details

Date Published: 25 May 2012
PDF: 12 pages
Proc. SPIE 8387, Unmanned Systems Technology XIV, 83871M (25 May 2012); doi: 10.1117/12.918917
Show Author Affiliations
Xinjia Chen, Southern Univ. (United States)

Published in SPIE Proceedings Vol. 8387:
Unmanned Systems Technology XIV
Robert E. Karlsen; Douglas W. Gage; Charles M. Shoemaker; Grant R. Gerhart, Editor(s)

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