well a good sleepingbag on top of a well insulating pad, should do just fine. Maybe a bivy, against the dampness/wetness.

Your problem is probably a not adequate sleeping bag. You either need a better one of you should add more insulation. A fleece or wol blanket doesn't really matter, it depends on there thickness and weave.