Eager to take part in the new war in Europe, Booker volunteered for the Iowa National Guard, which was one of the first dispatches to be sent to France in World War I.
Like the majority of the African-American recruits, Booker was sent for basic training at Fort Des Moines Provisional Army Officer Training School.