Motion Planning and Control for a Class of Partially Differentially Flat Systems

Yang Bai, M. Svinin
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引用次数: 1

Abstract

This paper deals with motion planning and control problems for a class of partially differentially flat systems. A Betafunction based motion planning algorithm is first constructed by selecting the base variable to be the 2-nd order derivative of Beta-function weighted by a constant parameter. The proposed algorithm has lower computational cost than the optimal control while it provides similar system performance. Then, a function approximation technique based control algorithm is proposed by restructuring a partially differentially flat system in the form of the combination of an auxiliary linear system and its variation from the original system. The variation term was replaced by its approximation as a chosen basis function weighted by constant parameters to be determined. These unknown plant parameters are estimated at each instant, denoted by the adjustable control parameters using a defined update law.
一类部分差分平面系统的运动规划与控制
研究了一类部分差分平面系统的运动规划与控制问题。首先选取基准变量作为beta函数的二阶导数,以常数参数加权,构造了基于beta函数的运动规划算法;与最优控制相比,该算法具有更低的计算量,同时又能提供相似的系统性能。然后,提出了一种基于函数逼近技术的控制算法,将部分差分平面系统重组为辅助线性系统及其与原系统的变化相结合的形式。将变差项替换为其近似值,作为选定的基函数,由待确定的常数参数加权。这些未知的装置参数在每一个瞬间被估计,用一个定义的更新律的可调控制参数表示。
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