I. Introduction
Recently, in-wheel drive electric vehicle (IWD-EV) has gained much more attention due to their advantages, such as actuation flexibility, fast response and high efficiency. In addition, it is also feasible to develop an extra yaw moment by controlling the forces (driving or braking forces) at each in-wheel motor [1]. Although IWD-EV is more effective, it is undeniable that fast-moving electric vehicles (EVs) on slippery roads may include phenomena such as flick, sideslip, and sharp turns that are prone to traffic accidents. Therefore, lateral motion stability control of EVs is essential to prevent accidents and ensure vehicle safety. On the other hand, the IWD-EV is an over-actuated system that inherently consists of a non-linear dynamic with solid coupling, leading to a challenging vehicle stability control task [2].