The Basic Allowance for Housing, or BAH, is a stipend paid to military service members who do not live in government housing. It's intended to help them afford a place to live. As far as the Internal Revenue Service is concerned, military BAH is not included in gross income, and is not taxable.
Please see bottom of first page Is BAH taxable