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While the IPS is running, the vehicle is placed in various poses on the floor, following a particular calibration sequence. The calibration features (back_x, back_y, direction_x, direction_y) are recorded from the running IPS. A linear calibration is then fitted using least squares.

TODO a constant/affine term is implemented on the C++ side, but not used in the calibration in Matlab.