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Variability across different smartphone devices

Hello. How do you account for, and normalize (assuming you do that), the variance in GPS and other sensors across the smartphone devices, such as iPhone, Samsung, Google Pixel, HTC, Lenovo, Sony, etc? To what degree have you observed the variance across the devices?