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Merging particle filter for sequential data assimilation
particle filter sequential data assimilation
2009/11/3
A new filtering technique for sequential data assimilation, the merging particle filter (MPF), is proposed. The MPF is devised to avoid the degeneration problem, which is inevitable in the particle fi...