Looks like a member of the genus Uromastyx to me. Common name would be spiny tailed agamid. The species is probably acanthinurus.

Only reason I am not dead certain is that this is a primarily African genus, & I am not sure if the range into Qatar, although one species is found in northwestern India.

~~Greg~~