Personally I would not bring a travel trailer here but vans, trucks, jeeps etc will be fine. I took a teardrop with a lock n roll hitch here no problem.
My wife and daughter were VERY not impressed with the "this isn't a road!" that leads to this camping area... I don't know what you consider a big rig, but my gut says no...