There's a small recessed "button" on the underside of the knob. In an ideal world, you'd simply use a small drift, nail or similar to depress that button while you pull on the knob, which should then come off. Sometimes, though, after all these years they get a bit stubborn. But if you can feel that "button" move upward when you push on it, your success odds go up dramatically.