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I actually found my error : the imu message I feed the Kalman filter was relative to the "imu_frame" instead of "imu_base". It means that when my Kalman filter uses the IMU message it considers the orientation variation in the imu_frame that is himself rotating around imu_base, hence the orientation going twice as far as it it should.

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