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A Survey on Active Noise Control in the Past Decade–Part II: Nonlinear Systems
Signal Processing ( IF 4.4 ) Pub Date : 2021-04-01 , DOI: 10.1016/j.sigpro.2020.107929
Lu Lu , Kai-Li Yin , Rodrigo C. de Lamare , Zongsheng Zheng , Yi Yu , Xiaomin Yang , Badong Chen

Abstract Part I of this paper reviewed the development of the linear active noise control (ANC) technique in the past decade. However, ANC systems might have to deal with some nonlinear components and the performance of linear ANC techniques may degrade in this scenario. To overcome this limitation, nonlinear ANC (NLANC) algorithms were developed. In Part II, we review the development of NLANC algorithms during the last decade. The contributions of heuristic ANC algorithms are outlined. Moreover, we emphasize recent advances of NLANC algorithms, such as spline ANC algorithms, kernel adaptive filters, and nonlinear distributed ANC algorithms. Then, we present recent applications of ANC technique including linear and nonlinear perspectives. Future research challenges regarding ANC techniques are also discussed.

中文翻译:

过去十年有源噪声控制综述——第二部分:非线性系统

摘要 本文的第一部分回顾了过去十年线性有源噪声控制(ANC)技术的发展。然而,ANC 系统可能必须处理一些非线性组件,并且在这种情况下线性 ANC 技术的性能可能会下降。为了克服这个限制,开发了非线性 ANC (NLANC) 算法。在第二部分,我们回顾了过去十年 NLNC 算法的发展。概述了启发式 ANC 算法的贡献。此外,我们强调了 NLANC 算法的最新进展,例如样条 ANC 算法、核自适应滤波器和非线性分布式 ANC 算法。然后,我们介绍了 ANC 技术的最新应用,包括线性和非线性视角。还讨论了有关 ANC 技术的未来研究挑战。
更新日期:2021-04-01
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