The MMFxLMS algorithm for active noise control with on-line secondary path modelling

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• 作者：Paulo A.C. Lopes ; ^{paulo.lopes@tecnico.ulisboa.pt" class="auth_mail" title="E-mail the corresponding author}Author Vitae ; José ; A.B. GeraldAuthor Vitae ; Moisé ; s S. PiedadeAuthor Vitae
• 关键词：Active noise control ; On-line secondary path modelling ; LMS ; FxLMS ; MFxLMS ; Sudden changes
• 刊名：Digital Signal Processing
• 出版年：2017
• 出版时间：January 2017
• 年：2017
• 卷：60
• 期：Complete
• 页码：75-80
• 全文大小：482 K

文摘

This paper presents an architecture namely the Mirror MFx (MMFx) for adapting adaptive filtering algorithms for Active Noise Control (ANC) with on-line secondary path modelling. The proposed architecture is used in conjunction with the LMS algorithm, resulting in the MMFxLMS algorithm. A time domain analysis of the algorithm is presented, showing that the algorithm converges regardless of secondary path modeling errors. Simulations of the algorithm in different conditions but with the same parameters result in 100% convergence. The algorithm is especially suited to deal with large and sudden changes in the secondary path when the ANC system is in operation. Comparisons with competing algorithms are made, showing that they do not reach the same performance.