In a nutshell, radiation strength is like wave theory. Drop two pebbles in a quiet pond and watch as the waves collide. Some will cancel out.

While you may think you only have one transmitter, the signal can travel multiple pathways and one spot/location can be a dead space.

As to performance differences in hardware, that's easier. Some parts work better than others.