It'll work. What's the rear dropout spacing?
These wheels popped up on the forum today. Seem to be a good choice. You might need to buy spacers for the rear axle, I'm sure your LBS could help you out w/ that. Sugino RD single speed cranks w/ a 110mm spindle BB and a EAI cog (avaliable at Harris Cyclery or Business Cycles) w/ a matching lockring should get you a good chainline. Or use an existing crankset, if you have one laying around. Gearing: My suggestion would be to start out around 65 to 70 gear inches (
calculate gear choice here) and adjust from there. Fill out the rest of your equipment from your spare parts bin and you have a nice, inexpensive fixed gear.
Easy as pi.