I think it would be kind of hard to exercise in a burqua no? You could trip over the long fabric while jogging, not to mention the good chance of it getting caught in a treadmill or other motorised exercise equipment.
In the western world I think it is probably best to exercise in shorts/t-shirt and proper footwear.