Design of the Risk Sensitive Optimal Control Equations with Damping and its Application to a Wheeled Mobile Robot on an Inclined Plane

Ma. Aracelia Alcorta García, G. Castorena, José Armando Sáenz Esqueda, G. Mendez
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引用次数: 1

Abstract

In this work risk-sensitive stochastic equations with damping are designed and applied to a mobile system on an inclined plane. Stochastic term is added to the model in both states: displacement and velocity of the mobile on an inclined plane. The objective is that the mobile has a displacement and it be in the position in certain point. For this it is need add to the risk-sensitive optimal stochastic control input a term of damping, according to this system. In other hand, it is designed a PID equations for this system. Exponential quadratic criterion to be minimized (J) is evaluated with both controllers and results are presented in tables. In simulation, efficiency of risk-sensitive optimal control with damping is demonstrated respect to PID, thought the error values and values of exponential quadratic cost criterion J.
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带阻尼的风险敏感最优控制方程设计及其在斜面轮式移动机器人中的应用
本文设计了带阻尼的风险敏感随机方程,并将其应用于斜面上的移动系统。模型在两种状态下都加入了随机项:移动体在斜面上的位移和速度。目标是移动有一个位移,它在某一点的位置。根据该系统,需要在风险敏感最优随机控制输入中加入一项阻尼。另一方面,设计了该系统的PID方程。用两个控制器对指数二次准则(J)求值,结果以表格形式给出。在仿真中,考虑误差值和指数二次代价准则J的值,证明了风险敏感阻尼最优控制相对于PID的有效性。
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