State estimation for uncertain nonlinear systems
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James, M. R.
Petersen, I. R.
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This paper considers a problem of robust filtering for a class of uncertain nonlinear systems with an integral constraint. The solution involves a set valued state estimate which is obtained by solving a Hamilton Jacobi Bellman equation. A robust version of the Extended Kalman Filter is presented. Two examples are discussed, including FM demodulation.
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