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. 2023 Mar 10;23(6):3028. doi: 10.3390/s23063028

Table 1.

The standard notation used for the extended Kalman filter.

Notation Name Dimensions
x State vector nx×1
z Output vector nz×1
F State transition matrix nx×nx
u Input variable nu×1
G Matrix control nx×nu
P Estimation of uncertainty nx×nx
Q Uncertainty on process noise nx×nx
R Uncertainty of measurements nz×nz
w Process noise vector nx×1
v Measurement noise vector nz×1
H Observation matrix nz×nx
K Kalman gain nx×nz
n Discrete time index