Interpolation/Up sampling MATLAB source code

This section of MATLAB source code covers interpolation or up sampling matlab code. It covers basics of interpolation/up sampling.

Interpolation refers to adding samples in between the existing vector of values. By doing so sample rate of the signal or vector will increase hence it is referred as up sampling the signal.

The best approach is to insert approximate values of two samples for adding the in between sample values. There are various techniques such as nearest, linear,spline,cubic etc.

Setting up exponential vector to be upsampled

clc;
clear all;
n=input('enter length of input sample sequence:');
l=input('enter the value of up-sampling factor:');

m=0:n-1;
a=input('enter the value of base of exponent function:');
x=a.^m;

Upsampling the exponential vector

y=zeros(1,l*length(x));
y([1:l:length(y)])=x;
%figure,plot(x);
%figure,plot(y);
figure,stem(m,x);xlabel({'Time n';'(a)'});ylabel('Amplitude');title('Interpolation input');
figure,stem(m,y(1:length(x)));xlabel({'Time n';'(b)'});ylabel('Amplitude');title('upsampled output');

Upsampling using resample matlab function

xi=x;
yi = resample(xi,l,1);
figure,stem(m,yi(1:length(x)));xlabel({'Time n';'(b)'});ylabel('Amplitude');title('upsampled output using matlab function');

Other MATLAB function for interpolation or upsampling is 'interp1' .

Input and Output

interpolation input exponential function

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