Using normpdf() and a for Loop to Generate Multiple Gaussian Random Variable Arrays
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I would like to know how I can implement a for loop to generate multiple random values for a Gaussian distribution and then plot to a histogram. My existing code is as follows:
%%Clearing and closing all other open programs withing MatLab
close all
clc
%%Creating a matrix for the signals given
equalProbSignal = [1 0 0 0 1 0 1 1 0 0 0 1 1 1 1 0 1 0 0 1];
unEqualProbSignal = [1 1 0 0 1 1 1 1 0 1 1 0 1 1 1 0 1 1 0 1];
%%Generating a Real Gaussian Noise
X = [0.1:1:0.1];
gaussianNoise = normpdf(X);
%%Adding noise to the signal
noiseySignalEqual = equalProbSignal+gaussianNoise;
noiseySignalUnEqual = unEqualProbSignal+gaussianNoise;
%%Must repeat process for Laplacian
laplaceSignal=laprnd(1,20);
noiseySignalEqual02 = equalProbSignal+laplaceSignal;
noiseySignalUnEqual02 = unEqualProbSignal+laplaceSignal;
%%Comparing the noisey signal to the transmited one for Gaussian
gaussianNoiseEq = noiseySignalEqual;
gaussianNoiseEq > 0.5; %Finding values less than or above 0.5
result=noiseySignalEqual==equalProbSignal; %Comparing the result
figure(1);
stem(result);
GaussianNoiseUnEq = noiseySignalUnEqual;
GaussianNoiseUnEq > 0.5; %Finding values less than or above 0.5
result02=noiseySignalUnEqual==unEqualProbSignal; %Comparing the result
figure(2);
stem(result02);
%%This block will contain the same as above yet with Laplacian noise.
2 件のコメント
James Hayek
2015 年 8 月 10 日
Arun Badigannavar
2015 年 8 月 10 日
James, Please go to help and look for 'FOR'loop, To create random signal,again go to help and look for 'random' you will get the usefull information
回答 (1 件)
Bjorn Gustavsson
2015 年 8 月 10 日
helpwin randn
HTH,
Coulda been more verbose, but here it's monday morning 0800
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