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IMU plug in noise data of linear acceleration

We have a model in gazebo with an imu, the code is below which is the standard plugin structure for an imu:

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the measurements are all noise and seems like that the noise increase if the value of the linear acceleration increase. Someone has any suggestion? Below the image relative to the data.

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