it is tough to recognize your problem without inspecting..
there are chances that you may have scabies
.. in scabies itching increases at night..
check if people in you house also have similar problem.. i would suggest you go to a dermatologist
as soon as possible.. he would inspect the lesion
(rashes) and give you medication accordingly..