Stability of the Filter Equation for a Time-Dependent Signal on ℝ d

Stability of the Filter Equation for a Time-Dependent Signal on ℝ d Stability of the pathwise filter equation for a time-dependent signal process induced by a d-dimensional stochastic differential equation and a linear observation is studied, using a variational approach introduced in (16). A lower bound for the rate of stability is identified in terms of the mass-gap of a parabolic ground state transform associated with the generator of the signal process and the square of the observation. The lower bound can be easily calculated a priori and provides hints on how precisely to measure the signal in order to reach a certain rate of stability. Ergodicity of the signal process is not needed. Applied Mathematics and Optimization Springer Journals

Stability of the Filter Equation for a Time-Dependent Signal on ℝ d

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Copyright © 2005 by Springer
Mathematics; Systems Theory, Control; Calculus of Variations and Optimal Control; Optimization; Mathematical and Computational Physics; Mathematical Methods in Physics; Numerical and Computational Methods
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