There could be a landmark near the place you intend to rent the flat or ask some shopkeepers for a local name for the place.

the street name/ address is not always popular in qatar, most of the time people have their own local name for places.

once you know the local/ popular name of the place, it will be much easier for you to go through ads in papers, internet etc.

good luck with ur hunt!