What could be causing a wifi network to not show up for 1 device randomly?

Poll of the Day

And now I've had the issue 5 nights in a row...

BEERandWEED posted...
You could also set up all your devices with a static IP address so that the router isn't randomly assigning them.
Is there a downside to this?
Bells, bells, bells!