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In a conventional particle filter, the information update step can suffer from particle degeneracy if the likelihood function is concentrated on only a few particles. The homotopy particle flow method has been developed to implement the information update in an entirely different manner by using a particle flow function to migrate the particles to regions of the target state space that provide a good...
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