Your residence is whatever your resident state is.
Your mailing address may be a foreign address.
As a military member, you select your state of residence.
Your spouse has the option of also using your state of residence for filing their different if they desire.
If your state of residence is Illinois, and your spouse earned income in Illinois, you would file a full-year resident state return for Illinois.