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首页> 外文期刊>IEEE Transactions on Automatic Control >Special section technical notes and correspondence. Min-max model predictive control of nonlinear systems using discontinuous feedbacks
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Special section technical notes and correspondence. Min-max model predictive control of nonlinear systems using discontinuous feedbacks

机译:特殊部分的技术说明和通信。使用不连续反馈的非线性系统的最小-最大模型预测控制

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摘要

This note proposes a model predictive control (MPC) algorithm for the solution of a robust control problem for continuous-time systems. Discontinuous feedback strategies are allowed in the solution of the min-max problems to be solved. The use of such strategies allows MPC to address a large class of nonlinear systems, including among others nonholonomic systems. Robust stability conditions to ensure steering to a certain set under bounded disturbances are established. The use of bang-bang feedbacks described by a small number of parameters is proposed, reducing considerably the computational burden associated with solving a differential game. The applicability of the proposed algorithm is tested to control a unicycle mobile robot.
机译:本说明提出了一种模型预测控制(MPC)算法,用于解决连续时间系统的鲁棒控制问题。在解决要解决的最小-最大问题中,可以采用不连续的反馈策略。这种策略的使用使MPC可以处理一大类非线性系统,包括非完整系统。建立了鲁棒的稳定条件,以确保在有限制的干扰下转向特定的集合。提出了使用由少量参数描述的爆炸式反馈,从而大大减少了与解决差分博弈相关的计算负担。测试了所提出算法的适用性,以控制单轮移动机器人。

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