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Output-Feedback-Based Adaptive Risk-Sensitive Tracking Control for Stochastic Nonlinear Uncertain Systems

机译:随机非线性不确定系统的基于输出基于反馈的自适应风险敏感跟踪控制

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This paper addresses the design problem of practical (or satisfaction) adaptive output-feedback tracking control for stochastic strict-feedback nonlinear uncertain systems in observer canonical form with stable zero-dynamics under long-term average tracking error risk-sensitive cost criteria. The cost function adopted here is of quadratic-integral type usually encountered in practice, rather than of quartic-integral one commonly used to avoid difficulty in control design and performance analysis of the closed-loop system. A sequence of coordinate transformations are first introduced to separate the zero-dynamics from the entire system so that the transformed system has an appropriate form suitable for observer design and integrator backstepping design. Then, for any given risk-sensitivity parameter and desired cost value, by using the integrator backstepping methodology, an adaptive output-feedback tracking control is constructively designed such that (a) the closed-loop system is bounded in probability and, (b) the long-term average risk-sensitive cost is upper bounded by the desired value. Among others, this paper does not require the uniform boundedness of the gain functions of the system noises. This paper can be regarded as the further research of [21].
机译:本文解决了在长期平均跟踪错误风险敏感成本标准的观察者规范形式中的随机严格反馈非线性不确定系统的实用(或满意)自适应输出 - 反馈跟踪控制的设计问题。这里采用的成本函数是通常在实践中遇到的二次积分类型,而不是用于避免闭环系统的控制设计和性能分析难以避免难以难以遇到的四分之一积分的类型。首先引入一系列坐标变换以将零动力学与整个系统分开,使得变换系统具有适当的表单,适用于观察者设计和集成器BackStepping设计。然后,对于任何给定的风险敏感性参数和期望的成本值,通过使用积分器反向梗地方法,建设性地设计自适应输出反馈跟踪控制,使得(a)闭环系统以概率为界限,(b)长期平均风险敏感成本是由所需值的上限。其中,本文不需要系统噪声的增益功能的均匀界限。本文可以被视为[21]的进一步研究。

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