does it need line of sight?

In theory, no. In practice, probably. We had a deployment problem where there was something (a house, we deduced) that was in the way of the signal. It should have worked otherwise. It probably would have gone through tree branches just fine, but the object was too solid. But you really would prefer a line of sight path.