How a mileage app fixed GPS lies with physics and dead reckoning

A mileage tracking app improved trip accuracy from 50% to 95% by rejecting physically impossible GPS readings and using dead reckoning. The team implemented a speed check that drops readings exceeding plausible limits for walking, cycling, or driving. They also filled gaps from tunnels and urban canyons by estimating position from last known data.