Total Least Squares Estimation of Dynamical Systems Conference Paper

abstract

• The Total least squares error criterion is considered for estimation problems. Exact necessary conditions for the total error criterion have been derived. Several solution methodologies are presented to solve the modified normal equations obtained from the necessary conditions. A monte-carlo simulation depicting the effect of parameter variations on the coefficients of the resulting characteristic polynomial is performed and the approximate probability distribution of the smallest eigenvalue of interest is identified. The results are applied on the parameter identification of a novel morphing wing developed at Texas A & M University.

name of conference

• AIAA Guidance, Navigation and Control Conference and Exhibit

authors

• Junkins, John
• Majji, Manoranjan

published proceedings

• AIAA Guidance, Navigation and Control Conference and Exhibit

author list (cited authors)

• Majji, M., & Junkins, J.

citation count

• 1

complete list of authors

• Majji, Manoranjan||Junkins, John

publication date

• August 2007

publisher

• American Institute of Aeronautics and Astronautics (AIAA)  Publisher

Digital Object Identifier (DOI)

• 10.2514/6.2007-6404

International Standard Book Number (ISBN) 10

• 1563479044

International Standard Book Number (ISBN) 13

• 9781563479045

start page

• 831

end page

• 839

volume

• 1

URL

• http://dx.doi.org/10.2514/6.2007-6404