With a newer monitor, you can get the "No Signal" message when it is just powered on, but not connected to the video card. This lets you know that the monitor itself is getting power, but no data signal.

Therefore, some other things you might suspect:
• the monitor data cable is faulty
• the connection at the video card is loose
• the video card may need re-seating
• the video card may be failing