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首页> 外文期刊>IEEE transactions on industrial informatics >Cruise Control for a Two-Wheeled Mobile Vehicle Using Its Mixed Logical Dynamical System Model
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Cruise Control for a Two-Wheeled Mobile Vehicle Using Its Mixed Logical Dynamical System Model

机译:使用其混合逻辑动力系统模型对两轮移动车辆进行巡航控制

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摘要

This paper proposes a cruise control for a two-wheeled mobile vehicle on a two-dimensional plane. The cruise control is executed using model predictive control (MPC), such that input and state constraints can be addressed explicitly. For real-time execution of MPC, we model the dynamics of the vehicle as a mixed logical dynamical system rather than an underlying nonlinear model. The cruise control is then reduced to a mixed integer quadratic programming problem, for which efficient solvers using the convexities are available. Simulations and experiments demonstrate the effectiveness of the proposed cruise control through a computation time comparison with the nonlinear MPC method.
机译:本文提出了在二维平面上的两轮移动车辆的巡航控制。使用模型预测控制(MPC)执行巡航控制,使得可以明确寻址输入和状态约束。对于MPC的实时执行,我们将车辆的动态模拟为混合逻辑动态系统而不是底层非线性模型。然后将巡航控制减少到混合整数二次编程问题,用于使用凸起的有效溶剂可用。仿真和实验证明了所提出的巡航控制通过与非线性MPC方法的计算时间比较的有效性。

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