Terminate the RF input with a dummy load when testing this. As to if it is normal, there are a lot of internal signal sources that could intrude. I would suggest checking all the shields, fasteners and connectors for tightness. If any shields or connectors are corroded be sure to clean up appropriately and use de-oxit.
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The Real RFI-EMI-GUY