A proposal for the presentation of results in estimation theory

Ananthasayanam, MR and Gemson, RMO (2001) A proposal for the presentation of results in estimation theory. In: AIAA Atmospheric Flight Mechanics Conference and Exhibit 2001, 6-9 August 2001, Montreal, Canada.

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Abstract

The state and parameter estimation techniques have been applied in many scientific and engineering disciplines. The two routes in estimation theory namely The Method of Maximum Likelihood Estimation which is a batch estimator and its mathematically equivalent Kalman filter approach or its variants that are sequential exist. In order to assess any new algorithm or approach it is desirable to have some test cases as in optimization and the computational fluid dynamics (CFD). Problems in estimation theory require much subjectivity in each of the four major features namely, modeling, criterion, numerical procedure, and the internal consistency of the solution. As a precursor before evolving such test cases a proposal is made for presenting the analysis and results.

Item Type:	Conference Paper
Publication:	AIAA Atmospheric Flight Mechanics Conference and Exhibit
Publisher:	American Institute of Aeronautics and Astronautics Inc.
Additional Information:	The copyright of this article belongs to American Institute of Aeronautics and Astronautics Inc.
Keywords:	Computation theory; Computational fluid dynamics, Batch estimators; Engineering disciplines; Estimation theory; Filter approach; Internal consistency; Method of maximum likelihood; Numerical procedures; State and parameter estimations, Maximum likelihood estimation
Department/Centre:	Division of Mechanical Sciences > Aerospace Engineering(Formerly Aeronautical Engineering)
Date Deposited:	27 Aug 2020 07:20
Last Modified:	27 Aug 2020 07:20
URI:	http://eprints.iisc.ac.in/id/eprint/66293

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