Strengthen Muscles With Stationary Bike Exercise You can still get an excellent workout from a stationary bicycle even if you don't want or have the time to join a cycling class at your gym. This type of exercise helps to burn calories, strengthen muscles, and may even alleviate arthritis symptoms.