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Variable Dimension IMM and GPB2 Filters for Tracking in Multiple Model Systems

Pérez-Pérez, Roberto et al.
arXiv (All) · Papers
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signal-processing
This paper presents mathematically principled filters for multiple-model systems with states of different dimensionality, specifically the variable-dimension interacting multiple model (VD-IMM) filter and the variable-dimension generalised pseudo-Bayesian filter of order 2 (VD-GPB2). To do so, we fi
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