Smith was wounded at First Bull Run and distinguished himself during the Heartland Offensive, the Confederacy's unsuccessful attempt to capture Kentucky in 1862. He was appointed as commander of the Trans-Mississippi Department in January 1863. The area included most actions east of the Rocky Mountains and west of the Mississippi River. In 1863, Smith dispatched troops in an unsuccessful attempt to relieve the Siege of Vicksburg.