The configuration of a two-wheeled vehicle, such as a Segway, involves non-holonomic constraints, and thus it cannot be stabilized by continuous and time-invariant state feedback. Because of the nonlinear nature of the nonholonomic constraints, the realization of a model predictive control (MPC) algorithm for this class of vehicles is a difficult task.
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