Optimal Filtering Scheme for Bilinear Discrete-Time Systems: A Linear Matrix Inequality Approach

摘要

The filtering problem is among the fundamental issues in control and signal processing. Several approaches such as H_2 optimal filtering and H_∞ optimal filtering have been developed to address this issue. While the optimal H_2 filtering problem has been extensively studied in the past for linear systems, to the best of our knowledge, it has not been studied for bilinear systems. This is indeed surprising, since bilinear systems are important class of nonlinear systems with well-established theories and applications in the variety of fields. The problem of H_2 optimal filtering for discrete-time bilinear systems is addressed in this paper. The filter design problem is formulated in the convex optimization framework using linear matrix inequalities. The results are used for the optimal filtering of a bilinear model of an electro-hydraulic drive.