Digital Signal Processing 1

 

Lab course Winter Term

 

 

Assignment 3

 



 

1. Interpolation in frequency domain

▪ Create a sine signal with one period consisting of 10 samples (Fs = 10Hz).

 

▪ Enhance the sine signal sampling by using frequency domain interpolation using a variable factor L (e.g. L = 5) yielding in a sampling frequency of Fs*M.

 

 

2. Up-sampling in time domain

 

▪ Up-sampling is the method to artificially increase the sampling rate by inserting zeros between the sample values of the original discrete signal.

 

▪ Enhance the sine signal sampling of section 1 by using time domain up-sampling using a variable factor L (e.g. L=5).

 

 

3. Interpolation in time domain

 

▪ Explain why time domain interpolation requires low pass filtering of the up-sampled signal.

 

▪ Design a corresponding low pass filter

 

▪ MATLAB commands: fir1, filter

 

 

4. Down-sampling in time domain

▪ Reduce the number of samples by a variable factor M (e.g. M=3)


 

Applied Image & Signal Processing

Informationstechnik & System-Management 1/ 2

 

Salzburg University of Applied Sciences


Digital Signal Processing 1

 

Lab course Winter Term

 

Home Assignment: Resample demo

 

▪ Implement a demo script demoresample.m which shows the effects of up-sampling/interpolation and down-sampling/decimation.

 

▪ Generate a Fourier series (as in assignment 2) with variable series length [1 21], fixed signal frequency (5Hz), fixed sample frequency (100Hz), fixed amplitude (1) and fixed signal length (1sec).

 

▪ Provide two sliders for Up-sampling and down-sampling with factors [1 10].

 

▪ Use two checkboxes to enable interpolation and decimation.

 

▪ Use a 3x2 plot to show the following:

 

▪ Time-domain plots (1st column); two-sided linear spectrum (2nd column).

 

▪ Original Fourier series (1st row); up-sampled/interpolated signal (2nd row); down-sampled/decimated signal (3rd row);

▪ MATLAB files must have a header. Plots should be labeled and must have axis labeling.

 

▪ Required upload

 

▪ demoresample.m


Applied Image & Signal Processing

Informationstechnik & System-Management 2/ 2

 

Salzburg University of Applied Sciences

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