Technical Sergeant Wheeler was a member of Company A, 1st Tank Battalion, 1st Marine Division. He was seriously wounded while fighting the enemy in Korea and died of those wounds on 19 October 1951.

Wheeler was awarded the Purple Heart, the Combat Action Ribbon, the Korean Service Medal, the United Nations Service Medal, the National Defense Service Medal, the Korean Presidential Unit Citation and the Republic of Korea War Service Medal.