Complete Parallel Narrowband Active Noise Control Systems

Cheng-Yuan Chang, S. Kuo
{"title":"Complete Parallel Narrowband Active Noise Control Systems","authors":"Cheng-Yuan Chang, S. Kuo","doi":"10.1109/TASL.2013.2263143","DOIUrl":null,"url":null,"abstract":"Conventional parallel-form narrowband active noise control (ANC) systems use multiple adaptive filters that are updated by the same error signal. This paper performs theoretical analysis to show that the convergence rate of every adaptive filter will be degraded by the residual error components from other adaptive filters. We develop and analyze a complete parallel narrowband ANC system that uses delayless bandpass filterbank to split the measured error signal, and uses individual error signals to update the corresponding adaptive filters. The foreground bandpass filters are updated by the background adaptive algorithm to tracks frequency change of the primary noise without introducing extra delay in the secondary path. A modified cost function is used to derive algorithm for the complete parallel narrowband ANC. The theoretical analysis and improved performance are verified by computer simulations using measured transfer functions from an experimental setup.","PeriodicalId":55014,"journal":{"name":"IEEE Transactions on Audio Speech and Language Processing","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2013-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1109/TASL.2013.2263143","citationCount":"33","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Audio Speech and Language Processing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TASL.2013.2263143","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 33

Abstract

Conventional parallel-form narrowband active noise control (ANC) systems use multiple adaptive filters that are updated by the same error signal. This paper performs theoretical analysis to show that the convergence rate of every adaptive filter will be degraded by the residual error components from other adaptive filters. We develop and analyze a complete parallel narrowband ANC system that uses delayless bandpass filterbank to split the measured error signal, and uses individual error signals to update the corresponding adaptive filters. The foreground bandpass filters are updated by the background adaptive algorithm to tracks frequency change of the primary noise without introducing extra delay in the secondary path. A modified cost function is used to derive algorithm for the complete parallel narrowband ANC. The theoretical analysis and improved performance are verified by computer simulations using measured transfer functions from an experimental setup.
完整的并行窄带主动噪声控制系统
传统的并行窄带有源噪声控制(ANC)系统使用多个自适应滤波器,这些滤波器由相同的误差信号更新。理论分析表明,每个自适应滤波器的收敛速度都会受到其他自适应滤波器残差分量的影响。我们开发并分析了一个完整的并行窄带自适应滤波系统,该系统使用无延迟带通滤波器组拆分测量误差信号,并使用单个误差信号更新相应的自适应滤波器。前景带通滤波器由背景自适应算法更新,以跟踪主噪声的频率变化,而不会在次要路径上引入额外的延迟。采用改进的代价函数推导了完全并行窄带无线通信的算法。利用实验装置测量的传递函数进行计算机模拟,验证了理论分析和改进的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
IEEE Transactions on Audio Speech and Language Processing
IEEE Transactions on Audio Speech and Language Processing 工程技术-工程:电子与电气
自引率
0.00%
发文量
0
审稿时长
24.0 months
期刊介绍: The IEEE Transactions on Audio, Speech and Language Processing covers the sciences, technologies and applications relating to the analysis, coding, enhancement, recognition and synthesis of audio, music, speech and language. In particular, audio processing also covers auditory modeling, acoustic modeling and source separation. Speech processing also covers speech production and perception, adaptation, lexical modeling and speaker recognition. Language processing also covers spoken language understanding, translation, summarization, mining, general language modeling, as well as spoken dialog systems.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信