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On the performance of Active Noise Control FX-LMS and FBFX-LMS algorithms for Duct Network Noise Attenuation

机译:关于导管网络噪声衰减的主动噪声控制FX-LMS和FBFX-LMS算法的性能

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This paper develops an Active Noise Control System (ANC) prototype to be used over a duct network model. The FX-LMS and FBFX-LMS algorithms were implemented using the TMS320C50 fixed point DSP system. Test results show that the FX-LMS algorithm achieves attenuations of up to 43dB (at 300Hz) and a mean attenuation of 38.72dB for frequencies from 100 to 450Hz. On the other hand, the FBFX-LMS algorithm achieves a mean attenuation of 31.52dB for the frequency range from 100 to 450Hz. Moreover, the step size parameter μ was optimized experimentally to obtain the maximum possible attenuation in the frequency range from 100 to 500Hz. The best possible value for μ was 2048 and the optimized number of filter coefficients was M=128. Finally, the performance analysis illustrates the simplicity of the fixed point DSP solution in the ANC duct network noise cancellation systems.
机译:本文开发了一种在管道网络模型上使用的有源噪声控制系统(ANC)原型。使用TMS320C50固定点DSP系统实现FX-LMS和FBFX-LMS算法。测试结果表明,FX-LMS算法可实现高达43dB(以300Hz)的衰减,平均衰减为100至450Hz的频率为38.72dB。另一方面,FBFX-LMS算法在100至450Hz的频率范围内实现31.52dB的平均衰减。此外,通过实验优化步长参数μ以获得100至500Hz的频率范围内的最大可能衰减。 μ的最佳可能值为2048,并且优化的滤波器系数数为M = 128。最后,性能分析说明了ANC管道网络噪声消除系统中的固定点DSP解决方案的简单性。

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