That used to happen to me when I was younger.
A nurse told me it was one of two things - either a hormonal issue eg premenstrual women often find their skin is drier or oiler than normal, which can trigger itching. Or dust mites in the pillow.
I bought a pillow case that is specially made to repel dust mites, .
I did so, and the problem went away.