Bed yoga is a series of stretching and breathing exercises done on or in your bed. Since a mattress is a much softer surface than the floor, you cannot perform standing or balancing poses that require a solid sense of ground. But this soft surface can be beneficial if you have sore knees, wrists, or other joint pain.