Comment by bell-cot

General case, it's not that simple. Say there's another train a mile ahead of you...but it's on a siding. To compute the effective distance, you'll need to know the positions of the switches connecting the main line to that siding. And switch positions can change far faster than you can stop, even if the other train doesn't move.