Well, according to Chris Taylor:
What's the deal with Ed? Zed's Dead, baby, Zed's dead. From Pulp Fiction. That's part of the reference. Ed was twofold: to immediately show the player that the outside world was dangerous, and to tell the player that he wasn't the first choice of someone to send out. Ed was sent out before the waterchip malfunction, however, since he's just bones.