are you on a mac or pc? i'm guessing mac, if so...
I haven't figured out a way to use static IPs with the router, but on each individual node you can use a static IP. If you only stay on one wireless network, you can use a setting in System Preferences>Network>Airport>TCP/IP and confingure...