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That is partly possible if you fuse linear acceleration and angular velocity. Estimate the gravity direction from IMU when the robot is stationary. Now you know the gravity direction. Once your robot starts to move around, your IMU will give you the estimation of acceleration where gravity and real acceleration are mixed. How to extract the real ...

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