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An M-Estimator based algorithm for active impulse-like noise control

机译:基于M估计器的主动脉冲式噪声控制算法

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摘要

M-Estimator is a popular technique in robust statistics which targets to reduce the effect of outliers. Several existing algorithms for active impulse-like noise control are reformulated as one species based on M-Estimator respectively. A new M-Estimator based algorithm named Fair algorithm is proposed in the context of active impulse-like noise control. Simulations are performed to verify the effectiveness of the Fair algorithm and it is shown that the proposed algorithm compares favorably with the competitor algorithm in terms of noise control performance, while its computation complexity is relative lower.
机译:M-Estimator是鲁棒统计中的一种流行技术,旨在减少离群值的影响。基于M-Estimator,分别将几种现有的主动式脉冲噪声控制算法重新定义为一种。在主动脉冲样噪声控制的背景下,提出了一种新的基于M-Estimator的算法,称为Fair算法。通过仿真验证了Fair算法的有效性,结果表明,该算法在噪声控制性能上与竞争对手算法相当,但计算复杂度相对较低。

著录项

  • 来源
    《Applied Acoustics》 |2013年第3期|407-412|共6页
  • 作者

    Lifu Wu; Xiaojun Qiu;

  • 作者单位

    Key Laboratory of Modern Acoustics and Institute of Acoustics, Nanjing University, Nanjing 210093, China;

    Key Laboratory of Modern Acoustics and Institute of Acoustics, Nanjing University, Nanjing 210093, China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    active noise control; impulse-like noise; M-estimator;

    机译:主动噪声控制;脉冲般的噪音;M估计器;

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