Son of John Campbell (1723 - 1806), the 5th Duke. He married Caroline Villiers, eldest daughter of the 4th Earl of Jersey in 1810. Campbell sold the ruined Castle Campbell (Clackmannanshire) in the early 19th C.
He died without an heir, and was succeeded by his younger brother, John Campbell (1777 - 1847), who became the 7th Duke.