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Regulation of Differential Drive Robots using Continuous Time MPC without Stabilizing Constraints or Costs *

机译:在没有稳定约束或成本的情况下使用连续时间MPC调节差动驱动机器人 *

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摘要

In this paper, model predictive control (MPC) of differential drive robots is considered. Here, we solve the set point stabilization problem without incorporating stabilizing constraints and/or costs in the MPC scheme. In particular, we extend recent results obtained in a discrete time setting to the continuous time domain. To this end, so called swaps and replacements are introduced in order to validate a growth condition on the value function and, thus, to rigorously prove asymptotic stability of the MPC closed loop for nonholonomic robots.
机译:本文考虑了差动驱动机器人的模型预测控制(MPC)。在这里,我们解决了设定点稳定问题,而没有在MPC方案中纳入稳定约束和/或成本。特别是,我们将在离散时间设置中获得的最新结果扩展到连​​续时域。为此,引入了所谓的交换和替换,以验证值函数的增长条件,从而严格证明非完整机器人的MPC闭环的渐近稳定性。

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