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First inverse moment of a generalized quadratic form
Authors:B. Lindoff
Affiliation:

Department of Mathematical Statistics, Lund Institute of Technology, Box 118, S-221 00, Lund, Sweden

Abstract:In this paper an approximate expression for the first inverse moment of where k is a Gaussian stationary vector process is derived. This generalized quadratic form is the estimate of the information matrix when using the Recursive Least Squares (RLS) algorithm with forgetting factor. This estimator is commonly used when estimating parameters in time-varying linear stochastic systems.
Keywords:Recursive least-squares estimation   Exponential forgetting   Generalized quadratic forms   Inverse moments
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