At the office I park in the nether reaches of the parking lot, so I've tried from various long distances with no luck, so I guess I need more practice.
Maybe it has something to do with the angle of approach? I'm approaching from the left rear at nearly a right angle to the car. Maybe the antenna coverage is not so good there?