Maybe he didn't walk through one of those doors like we did?
[There's only one small problem with that theory.]
Still wouldn't explain why he's here, though. [If you're operating under the assumption that only those that get "lost in the dimensional stabilizer" end up here like he is.] I mean, he couldn't have gotten "lost" if he's still in the dome.