Specific optimal discrete filtering mechanizations |
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Authors: | Vijayendra M Gupta James R Rowland |
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Affiliation: | Computer Systems Section, Ford Aerospace and Communications Corporation, Houston, TX 77058, U.S.A.;School of Electrical Engineering and Center for Systems Science, Oklahoma State University, Stillwater, OK 74074, U.S.A. |
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Abstract: | An optimization procedure is developed for obtaining the best discrete representation of a specified form for modeling a continuous, steady-state, Kalman filter. This technique is particularly useful for digital processors in real-time filtering applications. The generalized optimization format is developed, an optimal digital mechanization is obtained, and numerical comparisons are made with the Euler method and the second-order Runge-Kutta numerical integration formula. Significant improvements are shown for several fixed values of discretization intervals. |
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