Signal strength (and possible interference) is indeed the issue. Channels come in on different frequencies, that’s why single channels CAN be affected and not others. Maybe others are affected that you don’t watch or get. Check your cable is tight and in good repair, remove any unnecessary splitters and possibly have a tech out
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