I don't know how big the scarves are but Reg's Wife posted pics of one way to tie a square scarf--by folding it into a triangle in
this post
I find placing the folded edge further down my forehead, almost close to your eyebrows, makes the scarf stay on my head all night. The knot can be right where Reg's Wife has it.