Safe Model Predictive Control Approach for Non-holonomic Mobile Robots

We design an MPC approach for non-holonomic mobile robots and analytically show that the time-varying, linearized system can yield asymptotic stability around the origin in the tracking task. For obstacle avoidance, we propose a constraint in velocity-space which explicitly couples the two control inputs based on the current state.