The very short answer is Yes! In fact yoga is perfect for you.
It`s a little bit like thinking that you need to be able to swim to take swimming lessons!!
Come along as you are and as you develop more flexibility, joint mobility, improve cardiovascular health and strength and see how your self - confidence and flexibility will improve!