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對(duì)數(shù)正態(tài)分布雜波仿真,包含pdf和概率密度函數(shù)
代碼片段和文件信息
%%%海雜波仿真
clc;
clear;
close?all;
%%%log-normal仿真
%%功率譜函數(shù)
f_3dB=20;
apha=2*sqrt(log(2));
BW=5*f_3dB;
N=1024;???????%%頻域采樣點(diǎn)數(shù)
f=linspace(-BW/2BW/2-BW/NN);
S=exp(-(apha*f/f_3dB).^2);???%功率譜函數(shù)
s=fftshift(ifft(S));
s=s./max(s);?????????????????%自相關(guān)函數(shù)
%%求濾波器
uc=1;
fai=0.6;
Rou=log(1+s*(exp(fai^2)-1))/fai^2;????%非線性變換前的相關(guān)系數(shù)
G=fftshift(fft(Rou));?????????????????%非線性變換前的功率譜函數(shù)
H_abs=sqrt(G/Rou(1));
H_ph=exp(1i*2*pi*f);
H=H_abs.*H_ph;???????????????????????%構(gòu)造濾波器
%%%%%%%%%%%%%
randn(‘state‘sum(100*clock));???%產(chǎn)生服從U(0,1)的隨機(jī)序列?
x=randn(1N);
X=fftshift(fft(x));
Y1=X.*H;??????????%濾波
y1=real(fftshift(ifft(Y1)));
sigmac=std(y1);?
muc=mean(y1);?
y1=(y1-muc)/sigmac;?
y2=y1*fai+log(uc);
y=exp(y2);???????????????????????%產(chǎn)生對(duì)數(shù)正態(tài)分布隨機(jī)序列
%%%%%%%%%%%%%%
figu
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