Voldemort stole the wand of Elder Wand from its previous owner, Albus Dumbledore.
This happened in the book "Harry Potter and the Deathly Hallows" after Dumbledore was fatally wounded by Severus Snape. Voldemort believed that by taking the Elder Wand, he would become its true master and thus the most powerful wizard alive.