A Cramer-Rao bound for nonlinear filtering problems with additive Gaussian measurement noise

Versions of the Cramer-Rao bound for nonlinear filtering problems with additive Gaussian measurement noise are presented. This new approach is based upon a modified Cramer-Rao bound for treating nuisance parameters.

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