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This article describes a method of implementation linearised approximations to nonlinear systems that does not require the direct derivation of Jacobian matrices. The approach is simpler to implement than current techniques used with extended Kalman filters and other linearised estimation and control algorithms.
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Quine et al. (2005) studied this question.