Linear estimation of boundary value processes

  title={Linear estimation of boundary value processes},
  author={Milton B. Adams and Bernard C. Levy and Alan S. Willsky},
  journal={The 22nd IEEE Conference on Decision and Control},
In this paper we discuss the problem of estimating boundary value processes in one or several dimensions. The estimator dynamics are described, and by using operator transformations for these dynamics, several implementations are obtained which either diagonalize or triangularize the linear least-squares estimator. These implementations enable us to compute the estimate of the process by using two-filter type of smoothing formulas, or more general smoothing formulas similar to those used for… CONTINUE READING
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Publications referenced by this paper.
Showing 1-5 of 5 references

An Innovations Approach 1 t 1 + ( A + 1 BQB ) to Least - Squares Estimation , Part II : Linear Smoothing in Additive White Noise

T. Kailath, P. Frost

Linear and Estimation of Boundary Value Stochastic Processes - 19A Gl Part I : The Role and Construction of Complemen - ( G 2 Lt LtA 822 A + 2 BQB * 8 2 - C * R C ) E = 0 tary Models , " to appear in

M. Adams, A. Willsky, B. Levy
IEEE Trans . Aut . Cont . t xt

On Complementary Models and Fixed - Interval Smoothing

H. L. Weinert, U. B. Desai

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