We also have a couple of sleepping bags from Carrefour - and they're perfectly fine for any night in Qatar... have used them a bunch.
I have noticed that GoSports has started to carry a bunch of hiking and camping equipment. They have a surprising selection of backpacks and gear. I haven't looked for nice sleeping bags there, but it they might have some.