If the unit is turning on and off as in the whole deck is powering down for a second, then I would grab my multimeter and check that the acc and constant 12v are maintaining atleast 11v when in use. Also check my ground.

If they are not then I would run new wires from the ignition for the constant and acc.

I have seen it quite a few times that factory wiring just loses power.