Frederick William was born in Potsdam in 1770 as the son of Frederick William II of Prussia and Frederika Louisa of Hesse-Darmstadt.
As a soldier he received the usual training of a Prussian prince, obtained his lieutenancy in 1784, became a colonel in 1790, and took part in the campaigns against France of 1792-1794.