Digital and Hybrid Computational Aspects of the Discrete Representation Theorem of Nonlinear Estimation
Issue No.01 - January (1973 vol.22)
E.C. Tacker , Departments of Electrical and Chemical Engineering, Louisiana State. University
A nonlinear filtering problem is investigated, and the discrete representation theorem is used to synthesize the optimal filter. An optimal filtering algorithm is described, and hybrid techniques are employed to effect several methods of implementing the algorithm on a hybrid computer. These implementations are then compared (via Monte Carlo analysis) on the bases of speed and accuracy. It is concluded that hybrid computation techniques can be used to advantage when studying proposed nonlinear optimal estimation formulations.
Digital and hybrid simulation, hybrid computer techniques, Monte Carlo analysis, optimal nonlinear filtering, representation theorem.
E.C. Tacker, T.D. Linton, "Digital and Hybrid Computational Aspects of the Discrete Representation Theorem of Nonlinear Estimation", IEEE Transactions on Computers, vol.22, no. 1, pp. 61-67, January 1973, doi:10.1109/T-C.1973.223601