极值寻优控制二维方案的搜索速度。第一部分:正交抖动信号的信号处理

N. Bizon, M. Oproescu, M. Raducu, L. Constantinescu
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引用次数: 1

摘要

本文分析了双输入单输出系统的极值寻求控制(ESC)二维方案。ESC 2d方案有两个环路,其中输出信号是基于文献中提出的两种不同的ESC算法获得的。本文将分析基于两个正交抖动信号的基本高阶ESC (hoesc) 2d方案和改进的ESC变体。提出的ESC方案是基于带通滤波器(BPF),而不是在hoesc方案中使用的高通(HP)和低通(LP)滤波器的串联组合。对输出信号的处理表明,两个BPF环的搜索速度取决于BPF截止频率。因此,除了梯度信号外,两个hoesc输入端的注入信号还包含来自BPF频段的低频(LF)分量。因此,与hoesc方案相比,bpfESC循环中的抖动持久性得到了改善。给出了搜索速度与未知DISO映射偏导数之间的关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the search speed for the Extremum Seeking Control 2D-schemes. Part I - signal processing using orthogonal dither signals
In this paper an analysis of the Extremum Seeking Control (ESC) 2D-scheme for the dual-inputs single-output (DISO) systems is presented. The ESC 2D-schemes have two loops where the output signal is obtained based on two different ESC algorithms proposed in the literature. The basic high-order ESC (bhoESC) 2D-scheme and an improved ESC variant will be analyzed here based on the two orthogonal dither signals. The proposed ESC scheme is based on a band-pass filter (BPF) instead of the series combination of high-pass (HP) and low-pass (LP) filters used in the bhoESC scheme. The processing of the output signal shows that the search speed in both bpfESC loops depends on the BPF cut-off frequencies. So, besides the gradient signals, the injected signals on the both bhoESC inputs contain the Low Frequencies (LF) components from the BPF band. Thus the dither persistence in the bpfESC loops is improved in comparison with the bhoESC scheme. The relations between the search speeds and the partial derivatives of an unknown DISO map are shown.
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