Terminal Server – Remote System Printer

I am running a Windows 2003 Standard server with terminal services. Two of my clients who RDP in want to use their local printer as their default printer.

I have configured this and it works. However when they log off and back in the printer needs to be reconfigured. What do I need to do to get the server to automatically remember this printer and make it the default printer every time this person logs in without having to go throught all the steps again?