Simplified Feedforward ANC Algorithm Based on Adaptive Step Size

Jiawei Cai

doi:10.47297/taposatWSP2633-456917.20250605

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Simplified Feedforward ANC Algorithm Based on Adaptive Step Size

6卷第5期

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Simplified Feedforward ANC Algorithm Based on Adaptive Step Size
Simplified Feedforward ANC Algorithm Based on Adaptive Step Size
Department of Physics China Jiliang University, Hangzhou 310018, China
2025年6卷第5期页码：80-86
纸质出版日期：2025-05-19
DOI：10.47297/taposatWSP2633-456917.20250605
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(2025). Simplified Feedforward ANC Algorithm Based on Adaptive Step Size. 科技理论与实践（英文版）, 6(5), 80-86.

Cai Jiawei.Simplified Feedforward ANC Algorithm Based on Adaptive Step Size[J].Theory and Practice of Science and Technology,2025,06(05):80-86.
(2025). Simplified Feedforward ANC Algorithm Based on Adaptive Step Size. 科技理论与实践（英文版）, 6(5), 80-86. DOI： 10.47297/taposatWSP2633-456917.20250605.

Cai Jiawei.Simplified Feedforward ANC Algorithm Based on Adaptive Step Size[J].Theory and Practice of Science and Technology,2025,06(05):80-86. DOI： 10.47297/taposatWSP2633-456917.20250605.

摘要

Abstract

In feedforward active noise control (ANC) systems

fixed step-size algorithms often struggle to achieve both rapid convergence and low steady-state error. To address this limitation

this study proposes a simplified feedforward ANC algorithm based on an adaptive step-size strategy

derived from the combined characteristics of logarithmic and modified Sigmoid functions. Simulation experiments using white noise as the input source demonstrate that the proposed algorithm not only accelerates convergence but also significantly reduces steady-state error

confirming its feasibility and practical potential.

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Keywords

references

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Ru Guobao, Huang Yan, Guo Yingjie, et al. New variable step size LMS algorithm based on logarithmic function [J]. Journal of Wuhan University: Natural Science Edition, 2015, (3): 295–298.

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