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Nonetheless, current practices, in this regard, assume that the unit is firmly mounted on a pre-determined position and orientation, which can cause performance degradation in accelerometer information due to switching positioning. Consequently, it really is challenging to precisely and instantly recognize task details as a result of the complexity and positioning inconsistencies for the smartphone. Additionally, current activity identification methods use old-fashioned device discoverin