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Constraints of ideal broadband noise cancellation in feedforward active noise control systems

机译:前馈有源噪声控制系统中理想宽带噪声消除的约束

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Previous demonstrations have shown that broadband noise reduction in feedforward active noise control systems is limited to 23-25 dB. This is suspected to be the result of nonlinearity, constraints in adaptive algorithms and causality, and the extent of these factors on the noise reduction limitation was investigated by carrying out an experiment in an 1-D duct with absorptive ends. The results show that both nonlinearity and causality contribute to the noise reduction limit. The latter issue affects the noise reduction performance because the secondary path is non-minimum-phase, such that its inverse is unstable. This limitation can be reduced by putting an extra secondary source. The Filtered-x Least Mean Squares (FxLMS) algorithm is found to be performing poorly under a coloured reference signal, both in terms of convergence speed and the optimal filter sought. This weakness can be relieved by using other algorithms.
机译:先前的演示表明,前馈有源噪声控制系统中的宽带降噪限制为23-25 dB。怀疑这是非线性,自适应算法的约束和因果关系的结果,并且通过在具有吸收性末端的一维管道中进行实验,研究了这些因素对降噪限制的影响程度。结果表明,非线性和因果关系均对降噪极限有所贡献。后一个问题影响降噪性能,因为次级路径是非最小相位的,因此其倒数是不稳定的。可以通过放置额外的辅助源来减少此限制。发现在有色参考信号下,无论是在收敛速度还是所寻求的最佳滤波器方面,Filtered-x最小均方(FxLMS)算法的性能都很差。通过使用其他算法可以缓解这种弱点。

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