Your symptoms point to a failed tuner. I'm sure the rest of the TVs in your home work fine.
That's the board you buy to correct your problem You see that black wire hanging out of that metal box in the picture? It connects to your tuner assembly under that box.
Take full advantage of that information that company provides. You may find a better price or closer location or free shipping.