I tried that, and it seems to work on my desktop, but my laptop keeps turning my wireless network adapter off.
I set the routers DHCP to only give out adresses from 10.0.0.10 to 1.0.0.255
Then I gave my desktops ethernet adapter the static IP 10.0.0.2, and the laptops ethernet adapter 10.0.0.3...