It should be fairly easy.
The BB is already set up and working, it should just be a case of powering everything down, connecting the new computer to the modem, and powering it all back up again.
The only thing that could complicate it is if you're using USB at the moment, but that's not a problem really - just switch to using Ethernet when you get the new PC and you won't even need to install the drivers for it