"Robert's claim to the Iron Throne of the Seven Kingdoms was based on his grandmother being Rhaelle Targaryen, daughter of King Aegon V, thus giving him a much stronger claim to the throne than the Arryns, Tullys or Starks."
http://awoiaf.westeros.org/index.php/Robert_I_Baratheon