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基于單通道的在線次級通道建模的主動噪聲控制FXLMS算法的MATLAB實現

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%?a?single?channel?feed-forward?active?noise?control?system?based?on?
%?On-line?secondary?path?modellingthe?FxLMS?alogrithms?
%?You?can?find?many?information?about?this?simulation?in?“Use?of?random
%?noise?for?online?transducer?estimate?in?an?adaptive?attenuation?system?“?
%?written?by?LJ?Eriksson?and?M.A?Allie?in?1989.

%?Developed?by?BoZhong?
%?Data:?2012.11.1
%?HIT??????????????????????????????????????????????????????????????????????
%?Harbin?China?
%--------------------------------------------------------------------------

%?----------------------Let‘s?start?the?code?------------------------------
clc;?
clear?all;?
close?all;?

DataLong=?50000;?
%?We?do?not?know?P(z)?and?S(z)?in?reality.?So?we?have?to?make?dummy?paths
Tap_Pw?=?10;??????????????????????????????????????????????????%?the?number?of?Primary?path?filter?tap?
Tap_Sw?=?5;???????????????????????????????????????????????????%?the?number?of?Secondary?path?filter?tap
Pw=[0.05?-0.001?0.001?0.8?0.6?-0.2?-0.5?-0.1?0.4?-0.05];??????%?Primary?path?filter?weight?vector
Sw=[0.05?-0.01?0.95?0.01?-0.9];???????????????????????????????%?Secondary?path?filter?weight?vector;


%----------------online?secondary?path?modelling?par-----------------------
Tap_ancc?=?64;??????????????????????%(Tap_ancc?>=?Tap_spc?in?this?program)?the?number?of?anc?controler?filter?tap?
size_step_ancc?=?0.002;????????????%?anc?controler?size?step?
X_noise=randn(1DataLong);??????????%?control?noise?

Tap_spc?=?64;????????????????????%?the?number?of?secondary?path?modeling?controler?filter?tap?
size_step_spc?=?0.0002;??????????%?secondary?path?modeling?controler?size?step
V_iden?=?sqrt(0.01)*randn(1DataLong);?%?Secondary?path?need?online?modelling.?So?we?can?generate?a?white?noise?signal?to?online?model?spGenerate?values?from?a?normal?distribution?with?mean?0?and?standard?deviation?0.01;

%----------------------------reality?physics?use--------------------------
ANCCx=zeros(1Tap_ancc);??????????%?the?state?of?ANCC(z)
ANCCw=zeros(1Tap_ancc);??????????%?the?weight?of?ANCC(z)
ActualSPx=zeros(Tap_Sw);??????????%?the?dummy?state?for?the?secondary?path
ActualSP_Fx=zeros(1Tap_Sw);??????%?the?state?of?the?filtered?x(k)

%?--------------------------Fxlms?alogrithm?use---------------------------
Shx=zeros(1Tap_spc);???????????????%?the?state?of?Sh(z)
Shw=zeros(1Tap_spc);???????????????%?the?weight?of?Sh(z)?s?is?weight?of?secondary?path
Sh_FilterVector=zeros(1Tap_ancc);??%?the?state?of?the?filtered?x(k)

%?------------------secondary?path?identification?use----------------------
SPCv=zeros(1Tap_spc);????????????%?the?state?of?SPC(z)
SPCw=zeros(1Tap_spc);????????????%?the?weight?of?SPC(z)

%bb=zeros(1Tap_Sw);??????????

e_cont=zeros(1DataLong);??????%?data?buffer?for?the?anc?controler?control?error
e_sp?=?zeros(1DataLong);??????%?data?buffer?for?secondary?path?modelling?error

Yp?=?filter(Pw?1?X_noise);???%?and?measure?the?arriving?noise?at?the?

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件????????5299??2020-08-06?15:18??Eriksson_method.m

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