If there are no associated clients, you can brute-force the SSID with MDK3 http://www.backtrack-linux.org/forums/showthread.php?t=12360
And mahouse is correct: airodump-ng automatically detects when the SSID is broadcasted and displays it.
Neat, but you can do the equivalent with tcpdump and grep, right?