Do you mean Serbia? Serbia was the adminstirve centre of Yugoslavia.
Belgrade was then the capital of Yugoslavia and now of Serbia.
If you mean Yugoslavia 1918- 1941
Then it would be Kingdom of Yugoslavia or The kingdom of Serbia. They are both correct terms to use.