Moving the antenna matters, moving the TV should not. That said, CBS is a problem here. Make sure all the cable connections between antenna and TV (or converter box....) are solid.
Usually I can rotate my antenna a few degrees one way or another and make it happen.
FWIW, its been working OK for me today.