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[[Category:ECE438Fall2011Boutin]]
 
[[Category:ECE438Fall2011Boutin]]
 
[[Category:problem solving]]
 
[[Category:problem solving]]
= Z-transform computation =
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'''[[Digital_signal_processing_practice_problems_list|Practice Question on "Digital Signal Processing"]]'''
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Topic: Computing a z-transform
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----
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==Question==
 
Compute the compute the z-transform (including the ROC) of the following DT signal:
 
Compute the compute the z-transform (including the ROC) of the following DT signal:
  
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==Share your answers below==
 
==Share your answers below==
 
You will receive feedback from your instructor and TA directly on this page. Other students are welcome to comment/discuss/point out mistakes/ask questions too!
 
You will receive feedback from your instructor and TA directly on this page. Other students are welcome to comment/discuss/point out mistakes/ask questions too!
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:<span style="color:orange">Instructor's comments: Note that it is not a good idea to write the z-transform as two infinite geometric sums... -pm</span>
 
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===Answer 1===
 
===Answer 1===
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\end{align}</math>
 
\end{align}</math>
  
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:<span style="color:green">TA's comments: What about the ROC?</span>
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:<span style="color:orange">Instructor's comments: Don't forget to check wether z=infinity is part of the ROC. -pm</span>
 
=== Answer 2===
 
=== Answer 2===
 
<math>Z(x[n])= \sum_{n=-\infty}^{\infty}x[n]z^{-n}= \sum_{n=-\infty}^{\infty}n(u[n]- u[n-3])z^{-n}</math>
 
<math>Z(x[n])= \sum_{n=-\infty}^{\infty}x[n]z^{-n}= \sum_{n=-\infty}^{\infty}n(u[n]- u[n-3])z^{-n}</math>
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<math>X(z) = Z\left(x[n]\right) =Z\left(\delta[n-1]+2\delta[n-2]\right) =  Z\left(\delta[n-1]\right)+Z\left(2\delta[n-2]\right) = z^{-1}+2z^{-2}, ROC = C/[0]
 
<math>X(z) = Z\left(x[n]\right) =Z\left(\delta[n-1]+2\delta[n-2]\right) =  Z\left(\delta[n-1]\right)+Z\left(2\delta[n-2]\right) = z^{-1}+2z^{-2}, ROC = C/[0]
 
</math>
 
</math>
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:<span style="color:orange">Instructor's comments: When you write "C" do you mean the finite z-plane only? Note that you need to check convergence at the point z=infinity separately. -pm </span>
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===Answer 4===
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<math>X[n] = nu[n] - nu[n-3]</math>
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<math> X(z) = \sum_{n=0}^{2}n z^{-n}</math> =  0 + z^{-1} + 2*Z^{-2}
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  ROC z not equal to 1
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:<span style="color:orange">Instructor's comments: How about z=infinity? Is that point in the ROC? -pm</span>
 
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[[2011_Fall_ECE_438_Boutin|Back to ECE438 Fall 2011 Prof. Boutin]]
 
[[2011_Fall_ECE_438_Boutin|Back to ECE438 Fall 2011 Prof. Boutin]]

Latest revision as of 11:46, 26 November 2013

Practice Question on "Digital Signal Processing"

Topic: Computing a z-transform


Question

Compute the compute the z-transform (including the ROC) of the following DT signal:

$ x[n]= n u[n]-n u[n-3] $

(Write enough intermediate steps to fully justify your answer.)


Share your answers below

You will receive feedback from your instructor and TA directly on this page. Other students are welcome to comment/discuss/point out mistakes/ask questions too!

Instructor's comments: Note that it is not a good idea to write the z-transform as two infinite geometric sums... -pm

Answer 1

Begin with the definition of a Z-Transform.

$ X(z) = \sum_{n=-\infty}^{\infty}(n u[n]-n u[n-3])z^{-n} $

Simplify a little. (pull out the n and realize $ u[n]-u[n-3] $ is only non-zero for 0, 1, and 2.)

$ X(z) = \sum_{n=0}^{2}n z^{-n} $

Then we have a simple case of evaluating for 3 points.

$ \begin{align} X(z) &= 0 z^{-0} + 1 z^{-1} + 2 z^{-2} \\ &= \frac{z+2}{z^2} \end{align} $

TA's comments: What about the ROC?
Instructor's comments: Don't forget to check wether z=infinity is part of the ROC. -pm

Answer 2

$ Z(x[n])= \sum_{n=-\infty}^{\infty}x[n]z^{-n}= \sum_{n=-\infty}^{\infty}n(u[n]- u[n-3])z^{-n} $

when n=0,1,2, x[n] is n; otherwise x[n]=0. So:

$ x(z)=0z^{-0}+1z^{-1}+2z^{-2}=\frac{1}{z}+\frac{2}{z^2} $ with ROC=all finite complex number except 0.

test for infinity:

$ X(\frac{1}{z})=z+z^2 $

when z=0,$ X(\frac{1}{z}) $converges

X(z) converges at $ z=\infty $

so ROC of X(z) is all complex number except 0.


Answer 3

First the axiom need to be prove:

$ Z(\delta [n- n_0]) = \sum_{n=-\infty}^{\infty}\delta[n-n_0]z^{-n} = \sum_{n=-\infty}^{\infty}\delta[n-n_0]z^{-n_0} = z^{-n_0}, ROC = C/[0] $

Observe the original function

$ x\left[ n \right]= n u[n]-n u[n-3] = n(u[n] - u[n-3]) = n(\delta[n] + \delta[n-1] + \delta[n-2]) = 0\delta[n] + 1\delta[n-1] + 2\delta[n-2] $

so by two axioms proved above, with the linearity property,

$ X(z) = Z\left(x[n]\right) =Z\left(\delta[n-1]+2\delta[n-2]\right) = Z\left(\delta[n-1]\right)+Z\left(2\delta[n-2]\right) = z^{-1}+2z^{-2}, ROC = C/[0] $

Instructor's comments: When you write "C" do you mean the finite z-plane only? Note that you need to check convergence at the point z=infinity separately. -pm

Answer 4

$ X[n] = nu[n] - nu[n-3] $

$ X(z) = \sum_{n=0}^{2}n z^{-n} $ = 0 + z^{-1} + 2*Z^{-2}

 ROC z not equal to 1
Instructor's comments: How about z=infinity? Is that point in the ROC? -pm

Back to ECE438 Fall 2011 Prof. Boutin

Alumni Liaison

BSEE 2004, current Ph.D. student researching signal and image processing.

Landis Huffman