Simply put, you want to find velocity, v. From the accelerometer you
can get dv/dt, which you can integrate to get v. From the GPS you can
get the location, x, and dx/dt is also v. So you have two versions of
v, one that is fast but tends to drift (from the accelerometer) and
one that is slow but "steady". This is a perfect use-case for the
Kalman filter.

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