Wheel shimmy is a self-excited vibration phenomenon commonly observed in various wheeled vehicles. As illustrated in the accompanying video, electric bicycles experience shimmy during specific events, particularly when traversing rough terrain. This issue is especially pronounced in advanced vehicles featuring independent wheel systems, such as those with four-wheel steering, in-wheel motors, and steer-by-wire technology, due to their inherent reduced damping and stiffness.