Question regarding interpolation and decimation

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Abdullah Wasi
Abdullah Wasi on 20 Sep 2021
Answered: Ananya Tewari on 23 Sep 2021
Hi, I was tasked with the following question:
Construct a DT signal given by
  • Sketch the signal using the stem function.
  • Transform the signal x[k] based on the operation y[k] = x[k/5] followed by the operation z[k] = y[5k]. What is the relationship between x[k] and z[k]?
  • Repeat (ii) with the order of interpolation and decimation reversed.
So far I've solved (i) and (ii) (code and result attached). Is what I'm doing correct? I also need help understanding the (iii) as I simply do not get what is being asked. Please let me know if what I have solved is correct and that what is being asked in (iii).
clc;
close all;
clear all;
% Variables
k = [0:1:120];
x = (1 - exp(-0.003 * k) .* cos((pi * k) / 20));
N = length(x);
n = 0:N-1;
% Question I
subplot(3,1,1)
stem(n, x);
xlabel('Samples');
ylabel('Amplitude');
title('Input Sequence');
% Question II
y = x(1:5:120);
n1 = 0:length(y)-1;
subplot(3,1,2)
stem(n1, y);
xlabel('Samples');
ylabel('Amplitude');
title('Decimated Sequence');
z = zeros(1,5*N);
n2 = 1:1:5*N;
j = 1:5:5*N;
z(j) = x;
subplot(3,1,3)
stem(n2, z);
xlabel('Samples');
ylabel('Amplitude');
title('Interpolated Sequence');

Answers (1)

Ananya Tewari
Ananya Tewari on 23 Sep 2021
Hi,
You can refer to the documentation of interpolation and decimation to understand about them. Here is the link to another answer which may help you in getting a better understanding of interpolation, decimation and their implementation.

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