There are waves in Qatar, but very infrequently. One of the problems is that the water around Qatar is too shallow and kills any wave action. Qatar is also orientated wrongly to the dominant winds to pick up any significant wave action.
But having stated this, there are waves at a few locations and occur under very specific conditions. At times they last only about 30minutes - that's how specific the conditions are.