From the Kalman Filter to the Particle Filter: A Geometrical Perspective of the Curse of Dimensionality

Figure 4

Schematic view of the concentration of samples of a random vector on a spherical shell (or a part of it) of constant radius and variable thickness in function of the length-scale.

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