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I believe the phenomenon you're alluding to is sensor noise. The nature of sensor noise is that it is non-deterministic, and Gazebo aims to provide a simulation accurate to the real world which also returns non-deterministic sensor values.

You will likely need to run some sort of filter on your sensor data.