 Anderson earned a battlefield promotion to brigadier general of Cavalry on July 26, 1864.He was wounded at the Battle of Brown's Mill near Newnan, Georgia on July 30, 1864 during the Atlanta Campaign.He rejoined his command at Briar Creek, fighting with Johnston and Hood.