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Table 6 Comparison of the filter accuracy and time cost for different algorithms in three-dimensional nonlinear system

From: Confidence partitioning sampling filtering

Algorithms

RMSE

Sampling number

Time (s)

PF

5.07

500

0.0045

 

4.95

10,000

0.2725

SI_CPSF \({{\varvec{\uptau}}}{ = }\left[ {2.5\;2.5\;2.5} \right]^{T}\)

5.04

158

0.0058

SI_CPSF \({{\varvec{\uptau}}}{ = }\left[ {1.5\;1.5\;1.5} \right]^{T}\)

4.94

725

0.0814