Arthritis is the leading cause of disability in the United States, states the American Academy of Orthopedic Surgeons (AAOS). Exercising your arthritic ankle will protect your joint health. Exercises will help keep your ankle joint lubricated, increase your blood circulation and improve your muscle functioning.