Guranteed state estimation for dynamical systems: Ellipsoidal techniques

Kurzhanski A, Sugimoto K, & Valyi I (1994). Guranteed state estimation for dynamical systems: Ellipsoidal techniques. International Journal of Adaptive Control and Signal Processing 8 (1): 85-101. DOI:10.1002/acs.4480080108.

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Abstract

This paper gives a concise description of effective solutions to the guaranteed state estimation problems for dynamic systems with uncertain items being unknown but bounded. It indicates a rather unconventional, rigorous theory for these problems based on the notion of evolution equations of the ‘funnel’ type which could be further transformed - through exact ellipsoidal representations - into algorithmic procedures that allow effective simulation, particularly with computer graphics. the estimation problem is also interpreted as a problem of tracking a partially known system under incomplete measurements.

Mathematically, the technique described in this paper is based on a theory of set-valued evolution equations with the approximation of solutions formulated in terms of set-valued calculus by ellipsoidal-valued functions.

Item Type: Article
Depositing User: Luke Kirwan
Date Deposited: 04 Aug 2016 14:29
Last Modified: 24 Aug 2016 11:43
URI: http://pure.iiasa.ac.at/13592

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