Line 26: Line 26:
  
 
(Give the mathematical relation and sketch an example.)
 
(Give the mathematical relation and sketch an example.)
 +
----
 
==Question 2==
 
==Question 2==
 
'''Downsampling and upsampling'''
 
'''Downsampling and upsampling'''
Line 34: Line 35:
  
 
b) Under what circumstances is it possible to construct the sampling <math>x_3[n]= x(\frac{T}{D} n) </math> directly from <math>x_1[n]</math> (without reconstructing x(t))?
 
b) Under what circumstances is it possible to construct the sampling <math>x_3[n]= x(\frac{T}{D} n) </math> directly from <math>x_1[n]</math> (without reconstructing x(t))?
 
+
----
 
==Question 3==
 
==Question 3==
 
Define System 1 as the following LTI system
 
Define System 1 as the following LTI system
  
<math> x[n]\rightarrow   
+
<math> x(t)\rightarrow   
 
\left[ \begin{array}{ccc} & & \\
 
\left[ \begin{array}{ccc} & & \\
& \text{CT filter with frequency response } H(f) & \\
+
& \text{ LPF cutoff at 1000Hz} & \\
 +
& & \end{array}\right]
 +
\rightarrow 
 +
\left[ \begin{array}{ccc} & & \\
 +
H(f) & \\
 
& & \end{array}\right]
 
& & \end{array}\right]
 
\rightarrow y(t)
 
\rightarrow y(t)
 
</math>
 
</math>
  
where H(f) is a band-pass filter with no gain and cutoff frequencies f1=200Hz and f2=600Hz.  
+
where the frequency response H(f) is a band-pass filter with no gain and cutoff frequencies f1=200Hz and f2=600Hz.  
  
 
a) Sketch the graph of the frequency response H(f) of System 1.
 
a) Sketch the graph of the frequency response H(f) of System 1.
Line 51: Line 56:
 
b) Sketch the graph of the frequency response <math>H_d(\omega)</math> that would make the following system equivalent to System 1.  
 
b) Sketch the graph of the frequency response <math>H_d(\omega)</math> that would make the following system equivalent to System 1.  
  
<math> x(t) \rightarrow   
+
<math> x(t)  
 +
\rightarrow   
 +
\left[ \begin{array}{ccc} & & \\
 +
&  \text{ LPF cutoff at 1500Hz} & \\
 +
& & \end{array}\right]
 +
\rightarrow
 +
\left[ \begin{array}{ccc} & & \\
 +
& \text{C/D Converter} & \\
 +
& & \end{array}\right]
 
x[n]=x(\frac{t}{6000})
 
x[n]=x(\frac{t}{6000})
 
\rightarrow  
 
\rightarrow  
 
\left[ \begin{array}{ccc} & & \\
 
\left[ \begin{array}{ccc} & & \\
& \text{DT filter with frequency response } H_d[\omega] & \\
+
& \text{DT filter with frequency response } H_1(\omega) & \\
 
& & \end{array}\right]
 
& & \end{array}\right]
 
\rightarrow  
 
\rightarrow  
Line 63: Line 76:
 
\rightarrow y(t)
 
\rightarrow y(t)
 
</math>
 
</math>
 +
----
 +
==Question 4==
 +
Define System 2 as the following LTI system
  
c) Sketch the graph of the frequency response <math>H_d(\omega)</math> that would make the following system equivalent to System 1.  
+
<math> x[n]\rightarrow 
 +
\left[ \begin{array}{ccc} & & \\
 +
&  H_1(\omega) & \\
 +
& & \end{array}\right]
 +
\rightarrow y[n]
 +
</math>
 +
 
 +
where the frequency response <math>H_1(\omega)</math> is the one you obtained in Question 3.
 +
 
 +
a)  Is it possible to implement System 2 as follows? Answer yes/no.  
 +
 
 +
<math> x[n] \rightarrow
 +
\left[ \begin{array}{ccc} & & \\
 +
& \text{Downsample by factor 2} & \\
 +
& & \end{array}\right]
 +
\rightarrow
 +
\left[ \begin{array}{ccc} & & \\
 +
& \text{Some DT LTI system }  & \\
 +
& & \end{array}\right]
 +
\rightarrow
 +
\left[ \begin{array}{ccc} & & \\
 +
& \text{D/C Converter} & \\
 +
& & \end{array}\right]
 +
\rightarrow y([n]
 +
</math>
  
  

Revision as of 11:52, 23 September 2015


Homework 5, ECE438, Fall 2015, Prof. Boutin

Hard copy due in class, Wednesday September 30, 2015.


The goal of this homework is to get an intuitive understanding on how to DT signals with different sampling frequencies in an equivalent fashion.


Question 1

Downsampling and upsampling

a) What is the relationship between the DT Fourier transform of x[n] and that of y[n]=x[4n]? (Give the mathematical relation and sketch an example.)

b) What is the relationship between the DT Fourier transform of x[n] and that of

$ z[n]=\left\{ \begin{array}{ll} x[n/4],& \text{ if } n \text{ is a multiple of } 4,\\ 0, & \text{ else}. \end{array}\right. $

(Give the mathematical relation and sketch an example.)


Question 2

Downsampling and upsampling

Let $ x_1[n]=x(Tn) $ be a sampling of a CT signal $ x(t) $. Let D be a positive integer.

a) Under what circumstances is the downsampling $ x_D [n]= x_1 [Dn] $ equivalent to a resampling of the signal with a new period equal to DT (i.e. $ x_D [n]= x(DT n) $)?

b) Under what circumstances is it possible to construct the sampling $ x_3[n]= x(\frac{T}{D} n) $ directly from $ x_1[n] $ (without reconstructing x(t))?


Question 3

Define System 1 as the following LTI system

$ x(t)\rightarrow \left[ \begin{array}{ccc} & & \\ & \text{ LPF cutoff at 1000Hz} & \\ & & \end{array}\right] \rightarrow \left[ \begin{array}{ccc} & & \\ & H(f) & \\ & & \end{array}\right] \rightarrow y(t) $

where the frequency response H(f) is a band-pass filter with no gain and cutoff frequencies f1=200Hz and f2=600Hz.

a) Sketch the graph of the frequency response H(f) of System 1.

b) Sketch the graph of the frequency response $ H_d(\omega) $ that would make the following system equivalent to System 1.

$ x(t) \rightarrow \left[ \begin{array}{ccc} & & \\ & \text{ LPF cutoff at 1500Hz} & \\ & & \end{array}\right] \rightarrow \left[ \begin{array}{ccc} & & \\ & \text{C/D Converter} & \\ & & \end{array}\right] x[n]=x(\frac{t}{6000}) \rightarrow \left[ \begin{array}{ccc} & & \\ & \text{DT filter with frequency response } H_1(\omega) & \\ & & \end{array}\right] \rightarrow \left[ \begin{array}{ccc} & & \\ & \text{D/C Converter} & \\ & & \end{array}\right] \rightarrow y(t) $


Question 4

Define System 2 as the following LTI system

$ x[n]\rightarrow \left[ \begin{array}{ccc} & & \\ & H_1(\omega) & \\ & & \end{array}\right] \rightarrow y[n] $

where the frequency response $ H_1(\omega) $ is the one you obtained in Question 3.

a) Is it possible to implement System 2 as follows? Answer yes/no.

$ x[n] \rightarrow \left[ \begin{array}{ccc} & & \\ & \text{Downsample by factor 2} & \\ & & \end{array}\right] \rightarrow \left[ \begin{array}{ccc} & & \\ & \text{Some DT LTI system } & \\ & & \end{array}\right] \rightarrow \left[ \begin{array}{ccc} & & \\ & \text{D/C Converter} & \\ & & \end{array}\right] \rightarrow y([n] $



Hand in a hard copy of your solutions. Pay attention to rigor!

Presentation Guidelines

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Discussion

You may discuss the homework below.

  • I have been asked for clarification so let me try to rephrase. In each part, I am asking you to describe the digital filter that is equivalent to the given analog filter. In other words, how can you process the signal in the discrete-time domain, instead of the continuous time domain. Does that help? Let me know. -Prof. Mimi
  • Write question/comment here.
    • answer will go here

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