50.5.1.2 The initial gravity vector/orientation for the IMU ESKF

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Parent: [IMU index](imu index.md), [choice of model for the imu motion model](choice of model-for-the-imu-motion-model.md)

Notes on the initial gravity vector/orientation for the IMU ESKF Solà 2017

  • For simplicity, it is assumed that unknown_filename.1.png

  • The gravity vector g is estimated in terms of frame q0

  • This puts the initial uncertainty on the gravity direction, rather than on the initial orientation.

  • Doing this improves linearity, because now the equation unknown_filename.png is linear in g and the initiial rotation R0 has no uncertainty

  • Optional: once g has been initialised, the real horizontal plane is known. If we wish, we could reorient the entire state to this horizontal plane