However , at the same time he joined Prussia in the War of the Fourth Coalition against the French Empire , and after the defeat at the Battle of Jena-Auerstedt was forced to accede the Napoleonic Confederation of the Rhine in 1806 .
After France won the Battle of Jena , Saxe Weimar was forced to join the Confederation of the Rhine in 1806 .