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In this paper we derive a suboptimal estimation for continuous–discrete bilinear systems. One of the motivations of this work is that the bilinear system has the simplest structure in the nonlinear class in some sense. Similar to the Kalman filter, our algorithm includes prediction and updating step. We show rigorously that our algorithm gives an unbiased estimate, the a-priori estimate approaches...
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