I haven't seen it mentioned here, but after you associated your wifi with your wap, did you try the "network" fltk applet from the control panel to connect with wifi using a static ip address? It certainly works with a wired connection.
The other option would be to try wicd as this expressly gives an option to connect with wifi using a static ip.