基于忆阻器的体积控制器分数阶动量增强分数阶滤波器

IF 4.9 2区工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC

IEEE Transactions on Circuits and Systems II: Express Briefs Pub Date : 2025-07-17 DOI:10.1109/TCSII.2025.3589991

Xuetao Xie;Yi-Fei Pu;Jian Wang

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引用次数: 0

摘要

本文提出了一种基于忆阻器的体积控制器，从而提供了系统辨识的实际应用场景。为了识别系统中的参数，我们提出了一种将增强分数阶导数与分数阶动量项相结合的分数阶动量增强分数阶最小均方（FM-EFLMS）算法。分析了FM-EFLMS算法的稳定性条件。分析了FM-EFLMS算法的资源消耗。仿真实验证明了基于忆阻器的体积控制器的潜在优势。实验结果表明，与同类滤波算法相比，FM-EFLMS算法的收敛性能具有明显的优势。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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A Fractional Momentum Enhanced Fractional Filter for the Memristor-Based Volume Controller

This brief proposes a memristor-based volume controller, thus providing a practical application scenario of system identification. In order to identify the parameter in this system, we propose a fractional momentum enhanced fractional least mean square (FM-EFLMS) algorithm by combining the enhanced fractional derivative and the fractional momentum term. We analyze the stability condition of the FM-EFLMS algorithm. The resource consumption of the FM-EFLMS algorithm is also analyzed. Simulation experiments demonstrate the potential advantage of the memristor-based volume controller. Moreover, the experimental results show that the convergence performance of the FM-EFLMS algorithm exhibits obvious advantages compared to the competing filter algorithms.

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来源期刊

IEEE Transactions on Circuits and Systems II: Express Briefs 工程技术-工程：电子与电气

CiteScore

7.90

自引率

20.50%

发文量

883

审稿时长

3.0 months

期刊介绍： TCAS II publishes brief papers in the field specified by the theory, analysis, design, and practical implementations of circuits, and the application of circuit techniques to systems and to signal processing. Included is the whole spectrum from basic scientific theory to industrial applications. The field of interest covered includes: Circuits: Analog, Digital and Mixed Signal Circuits and Systems Nonlinear Circuits and Systems, Integrated Sensors, MEMS and Systems on Chip, Nanoscale Circuits and Systems, Optoelectronic Circuits and Systems, Power Electronics and Systems Software for Analog-and-Logic Circuits and Systems Control aspects of Circuits and Systems.