Brishtog the Dispoiler

The books tell us, that Aragorn is Isildurs heir and that he is Arathorn's son. But I have to confess I don't know anything about Aragorn's father, when he died or why he wasn't king of Gondor, cause as Aragorn's father he must have been a heir to Isildur, too. Who knows more?