AFAIK The radar is tuned to explicitly ignore non-moving objects because it has to be able to ignore overhead road signs and other such stuff[1]. It is more tuned to changes in speed of the vehicles in front of the car.
[1]: https://www.tesla.com/blog/upgrading-autopilot-seeing-world-...