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Matlab-Noise-Reduction

matlab

2021-3-26

LMS(最小均方):最基本的标准ANC algo FxLMS(滤波扩展最小均方):为辅助路径信号(从消除扬声器到用户耳朵的信号)添加一个额外的学习滤波器,以说明相位问题和在实际噪声消除应用NLMS(标准化最小均方)期间添加的音频着色均方(Mean Squares):在LMS的基础上增加简单的自适应更新学习率,加快收敛速度。FxNLMS(归一化滤波扩展最小均方):结合FxLMS和NLMS FuNLMS(滤波u最后均方):向FxNLMS添加一个额外的有源LMS滤波器,以消除从消除扬声器到错误麦克风的噪声泄漏。相当健壮,但不臃肿!

LMS (Least Mean Squares): most basic canonical ANC algo FxLMS (Filtered eXtended Least Mean Squares): adds an additional learned filter for the secondary path signal – signal from cancellation speakers to users ears – to account for phase problems and audio coloration added during practical noise cancellation applications NLMS (Normalized Least Mean Squares): adds simple adaptively updated learning rate on top of LMS to speed convergence. FxNLMS (Normalized Filtered eXtended Least Mean Squares): combines FxLMS and NLMS FuNLMS (Filtered-u Last Mean Squares): adds an additional active LMS filter to FxNLMS to cancel out noise bleeding from the cancellation speaker to the error mic. Fairly robust but convergence not gaurunteed!

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资源文件列表
Matlab-Noise-Reduction/FuNLMS2_mss.m , 4008
Matlab-Noise-Reduction/FuNLMS_mss.m , 2796
Matlab-Noise-Reduction/FxLMS_mss.m , 3463
Matlab-Noise-Reduction/FxNLMS_mss.m , 3508
Matlab-Noise-Reduction/LMS_mss.m , 3111
Matlab-Noise-Reduction/NLMS_mss.m , 2884
Matlab-Noise-Reduction/FuNLMS.m , 2796
Matlab-Noise-Reduction/FxLMS.m , 3463
Matlab-Noise-Reduction/FxNLMS.m , 3508
Matlab-Noise-Reduction/LMS.m , 3111
Matlab-Noise-Reduction/NLMS.m , 2884
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