Help with Z Transform Calculations

  • Thread starter Thread starter DrunkEngineer
  • Start date Start date
  • Tags Tags
    Transform
Click For Summary
SUMMARY

This discussion focuses on Z Transform calculations for discrete-time signals. The first part involves finding the Z Transform and Region of Convergence (ROC) for the sequence x(n) = 2δ(n) + 3(1/2)ⁿu[n] - (1/4)ⁿu(n), resulting in X(z) = 2 + 3/(1 - (1/2)z⁻¹) - 1/(1 - (1/4)z⁻¹) with a total ROC of z > 1/2. The second part demonstrates convolution using Z Transforms, yielding a combined function X_1(Z)X_2(Z) = 1/((1 - 3z)(1 - (1/2)z⁻¹) and an inverse Z Transform of x(n) = (2/3)(1/3)ⁿu(n-1) - (1/2)ⁿu(n-1). The final part finds the causal signal for a given Z Transform, resulting in x(n) = (3/2)(-1/2)ⁿu(n-1) - 4(-1)ⁿu(n-1) with the ROC being the entire z-plane.

PREREQUISITES
  • Understanding of Z Transform and its properties
  • Familiarity with discrete-time signals and systems
  • Knowledge of convolution in the context of Z Transforms
  • Ability to perform partial fraction decomposition
NEXT STEPS
  • Study the properties of Z Transforms in detail
  • Learn about the application of Z Transforms in digital signal processing
  • Explore convolution techniques using Z Transforms
  • Practice inverse Z Transform calculations with various sequences
USEFUL FOR

Students and professionals in electrical engineering, particularly those specializing in signal processing, as well as anyone seeking to deepen their understanding of Z Transform applications and calculations.

DrunkEngineer
Messages
18
Reaction score
0

Homework Statement


I. Find the z transform and ROC of each of the ff sequence
1.x(n) = 2\delta{n} + 3(\frac{1}{2})^{n}u[n] - (1/4)^{n}u(n)


II. Use the Z transform to perform the convolution of the following sequence.
x[n] = 3^{n}u(-n)
h[n] = (0.5)^{n}u(n)


part III. Find the causal signal x(n) fo the following z transforms
X(Z) = \frac{ 1-z^{-1} }{(1+z^{-1})(1+\frac{1}{2}z^{-1})}
pls go to number 3 because latex cannot be edited


Homework Equations


properties and table of z transform are found here
http://en.wikipedia.org/wiki/Z_transform



The Attempt at a Solution


I. Find the z transform and ROC of each of the ff sequence
1.x(n) = 2\delta{n} + 3(\frac{1}{2})^{n}u[n] - (1/4)^{n}u(n)
X(z) = 2(1) + 3\frac{1}{ 1-\frac{1}{2}z^{-1} } - \frac{1}{1-\frac{1}{4}z^{-1} }
ROC: All z, 1/2 <z and 1/4 < z
the total ROC is z > 1/2

II. Use the Z transform to perform the convolution of the following sequence
x[n] = 3^{n}u(-n)
since x(-n)'s z transform is X(z^{-1})

X_1(Z) = \frac{1}{1-3z}


h[n] = (0.5)^{n}u(n)
X_2(Z) = \frac{1}{1-\frac{1}{2}z^-1}
x[n]*h[n] is equivalent to X_1(Z)X_2(Z)

X_1(Z)X_2(Z) =\frac{1}{(1-3z)(1-\frac{1}{2}z^-1)}

using wolfram alpha to solve partial fractions
\frac{2z}{(1-3z)(2z-1)}

\frac{2}{3z-1} - \frac{2}{2z-1}

then simplify
\frac{ 2z^{-1}\frac{1}{3} }{ 1-\frac{1}{3}z^{-1} } - \frac{ 2z^{-1}\frac{1}{2} }{1-\frac{1}{2}z^{-1} }
the region of convergence is 1/3 < z and 1/2 < z
then the total ROC is 1/2

the inverse z transform is : using the time shifting property z^-1X(z) = u(n-1)
\frac{2}{3}(\frac{1}{3})^{n}u(n-1) -(\frac{1}{2})^{n}u(n-1)

part III. Find the causal signal x(n) fo the following z transforms
X(Z) = \frac{ 1-z^{-1} }{(1+z^{-1})(1+\frac{1}{2}z^{-1})}
using wolfram alpha
\frac{2(z-1)z}{z+1}{2z+1}
\frac{3}{2z+1}-\frac{4}{z+1}+1

Making it into a z transform
\frac{\frac{1}{2}3z^{-1}}{1-(-\frac{1}{2})z^{-1}} -\frac{4z^{-1}}{(1-(-z^{-1})} +1
the region of convergence is
-1/2 < z, -1 < z, and the entire plane of z
the total region of convergence is the entire plane of z

the inverse z transform is
x(n) = \frac{3}{2}(-\frac{1}{2})^{n}u(n-1) - 4(-1)^{n}u(n-1)

can you check if this is correct?
i mean the ROC etc.
 
Last edited:
Physics news on Phys.org
Anybody kno z transform?
bump for 1st page
 

Similar threads

  • · Replies 7 ·
Replies
7
Views
2K
Replies
6
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 8 ·
Replies
8
Views
2K
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
Replies
3
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
Replies
1
Views
2K