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It is well known the standard particle filter has a good effect when the observation accuracy is low. However, if the observation accuracy is high, the likelihood distribution may become aiguilles-like and locate at the tail of the prior distribution curve; this will make the filter diverge. To solve the problem, a kind of adaptive particle filter is proposed in this paper. The adaptive particle filter...
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