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Fast affine projections and the regularized modified filtered-error algorithm in multichannel active noise control

机译:多通道有源噪声控制中的快速仿射投影和正则化修正误差算法

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摘要

In this paper, real-time results are given for broadband multichannel active noise control using the regularized modified filtered-error algorithm. As compared to the standard filtered-error algorithm, the improved convergence rate and stability of the algorithm are obtained by using an inner-outer factorization of the transfer path between the actuators and the error sensors, combined with a delay compensation technique using double control filters and a regularization technique that preserves the factorization properties. The latter techniques allow the use of relatively simple and efficient adaptation schemes in which filtering of the reference signals is unnecessary. Results are given for a multichannel adaptive feedback implementation based on the internal model control principle. In feedforward systems based on this algorithm, colored reference signals may lead to reduced convergence rates. An adaptive extension based on the use of affine projections is presented, for which real-time results and simulations are given, showing the improved convergence rates of the regularized modified filtered-error algorithm for colored reference signals. (c) 2008 Acoustical Society of America.
机译:在本文中,使用正则化改进的滤波误差算法给出了宽带多通道有源噪声控制的实时结果。与标准滤波错误算法相比,通过使用执行器和误差传感器之间的传输路径的内外分解和结合双控制滤波器的延迟补偿技术,可以提高算法的收敛速度和稳定性。以及保留分解因子属性的正则化技术。后面的技术允许使用相对简单和有效的自适应方案,其中不需要对参考信号进行滤波。给出了基于内部模型控制原理的多通道自适应反馈实现的结果。在基于此算法的前馈系统中,有色参考信号可能会导致收敛速度降低。提出了一种基于仿射投影的自适应扩展,针对其进行了实时结果和仿真,显示了针对彩色参考信号的正则化修正滤波误差算法的提高的收敛速度。 (c)2008年美国声学学会。

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