Ankle arthritis is degeneration of the cartilage of the ankle joint. This is not as common as knee or hip osteoarthritis. The ankle joint is made up of three bones; the tibia, fibula and talus. The tibia and fibula form a mortis that the talus sits in. As you move your foot up and down, the talus moves within this space.