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ResearchFormerly WizWand

State Estimation on Lorenz-96

0.0304MSEELTO-AKF
-0.0412920.4426290.926551.410471Jun 12, 2026
Updated 4mo ago

Evaluation results

MethodLinks
ELTO-AKFSystem Dimension (D)=5, Observation Noise (sigma_obs)=0.12026.060.0304
ELTO-KFSystem Dimension (D)=5, Observation Noise (sigma_obs)=0.012026.060.0415
ELTO-AKFSystem Dimension (D)=5, Observation Noise (sigma_obs)=0.012026.060.0451
ELTO-AKFSystem Dimension (D)=10, Observation Noise (sigma_obs)=0.12026.060.1257
ELTO-AKFSystem Dimension (D)=10, Observation Noise (sigma_obs)=0.012026.060.1672
ELTO-AKFSystem Dimension (D)=5, Observation Noise (sigma_obs)=0.52026.060.2069
ELTO-KFSystem Dimension (D)=5, Observation Noise (sigma_obs)=0.52026.060.2076
ELTO-KFSystem Dimension (D)=10, Observation Noise (sigma_obs)=0.012026.060.2243
ELTO-KFSystem Dimension (D)=5, Observation Noise (sigma_obs)=0.12026.060.2304
ELTO-KFSystem Dimension (D)=10, Observation Noise (sigma_obs)=0.12026.060.2368
ELTO-KFSystem Dimension (D)=10, Observation Noise (sigma_obs)=0.52026.060.2814
ELTO-AKFSystem Dimension (D)=10, Observation Noise (sigma_obs)=0.52026.060.3021
ELTO-KFSystem Dimension (D)=100, Observation Noise (sigma_obs)=0.012026.060.5032
ELTO-AKFSystem Dimension (D)=100, Observation Noise (sigma_obs)=0.012026.060.5186
ELTO-AKFSystem Dimension (D)=100, Observation Noise (sigma_obs)=0.12026.060.5265
ELTO-AKFSystem Dimension (D)=100, Observation Noise (sigma_obs)=0.52026.060.5782
ELTO-AKFSystem Dimension (D)=500, Observation Noise (sigma_obs)=0.012026.060.8446
ELTO-KFSystem Dimension (D)=500, Observation Noise (sigma_obs)=0.012026.060.876
ELTO-KFSystem Dimension (D)=500, Observation Noise (sigma_obs)=0.52026.060.9159
ELTO-AKFSystem Dimension (D)=500, Observation Noise (sigma_obs)=0.52026.060.9252
ELTO-KFSystem Dimension (D)=100, Observation Noise (sigma_obs)=0.12026.060.9489
ELTO-KFSystem Dimension (D)=100, Observation Noise (sigma_obs)=0.52026.060.989
ELTO-AKFSystem Dimension (D)=500, Observation Noise (sigma_obs)=0.12026.061.2722
ELTO-AKFSystem Dimension (D)=1000, Observation Noise (sigma_obs)=0.012026.061.6721
ELTO-AKFSystem Dimension (D)=1000, Observation Noise (sigma_obs)=0.12026.061.6836
ELTO-AKFSystem Dimension (D)=1000, Observation Noise (sigma_obs)=0.52026.061.7384
ELTO-KFSystem Dimension (D)=1000, Observation Noise (sigma_obs)=0.012026.061.7682
ELTO-KFSystem Dimension (D)=1000, Observation Noise (sigma_obs)=0.12026.061.8227