WEBfollow a program that meets your individual needs and concerns. Just starting out? Begin with aerobic exercise. However, if your COPD has kept you from normal activity, you may have a decrease in the size of your muscles. This is called muscle atrophy. It causes reduced strength, especially in the lower limbs.