part of the issue with many of these Android head units, is the hardware.
Many use inferior spec hardware compared to head units from known sources (Pioneer, Kenwood, Alpine etc.)
Next will be...
that does sound like a grounding issue.
How long is your ground wire?
How about your RCA wire, is it ran along side the remote wire? If so, try moving them away from each other.
It could...