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Particle filter has been widely applied into many fields in recent years. Combined with the deficiency analysis of particle filter, an adaptive resampling strategy based on diversity guidance is proposed. Firstly, the adaptive resampling step in particle filter is tuned based on two diversity measures which are effective sample size and population diversity factor. Moreover, the operation of particle...
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