Not nessicarily. They should up were they would other would be in their original world. Unless they were already in Japan at the time, they'd most likely be in America or in Britian. SOmething like that. If you want to have a country that replaces another, then they would also take over the real country. 

IE: the PRK took over for the USSR and thus the USSR no longer exists with the PRK in its place.