The first live concert I ever attended was Devo at the Tower Theater in Upper Darby, Pa. They did an entire show similar to this 1981 appearance on Fridays - which is to say they did the entire show on moving treadmills.
They actually perform two songs here. The first, an instrumental, is called "(Theme from) Adventures of Smart Patrol" - at least that's what it's called these days. The second is "Jerkin' Back n Forth". Devo is wearing their "New Traditionalists" gear - which is basically a boy scout uniform and plastic hair based on John F. Kennedy's "pompadour".
For additional information on Fridays (the show that gave us Larry David and Michael Richards) - check out this informative article at TV Party.