Inverse Z Transform of X(z): Finding x(n) for Causal Signal

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SUMMARY

The discussion focuses on finding the inverse Z-transform of the causal signal represented by the Z-transform \(X(z) = \frac{5}{(z-2)^{2}}\). The standard approach involves taking \(X(z)/z\), performing a partial fraction expansion, and addressing the unique denominator \((z-2)^{2}\). Key steps include multiplying both sides by \(z\) and evaluating as \(z \to \infty\) to determine the numerator coefficients. The discussion also references a theorem related to the transformation process.

PREREQUISITES
  • Understanding of Z-transforms and their properties
  • Familiarity with partial fraction decomposition
  • Knowledge of causal signals in signal processing
  • Experience with theorems related to discrete-time signals
NEXT STEPS
  • Study the process of performing partial fraction expansion in Z-transforms
  • Learn about the convergence criteria for Z-transforms of causal signals
  • Explore the theorem involving \( \frac{n(n-1)(n-2) \ldots (n-m+1)}{m! \alpha^m} \alpha^n u[n] \)
  • Investigate techniques for term-by-term inversion of Z-transforms
USEFUL FOR

This discussion is beneficial for signal processing engineers, students studying discrete-time systems, and anyone involved in the analysis of causal signals using Z-transforms.

etf
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Hi!
My task is to find discrete signal x(n), if z transform of that signal is $$X(z)=\frac{5}{(z-2)^{2}}$$. It is known that signal is causal. Here is what I have done. Since signal x(n) is causal, convergence of z transform of that signal will be outside of circle with radius r:

Code_Cogs_Eqn_2.gif
We have in bracket sum which represents z transform of signal:

Code_Cogs_Eqn_3.gif


But I don't know what to do next :(
 
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Don't know about your approach.
The standard approach is
X(z) = 5/(z-2)2
Take X(z)/z
Form partial fraction expansion.
One of the denominators will be (z-2)2 which has to be dealt with uniquely. My hint:
multiply lhs and rhs of X(z)/z by z, then let z → ∞.
Now you'd have all the numerator coefficients of X(z)/z.
Now multiply by z to get X(z). Invert term-by-term. The term with (z-2)2 will probably throw you.
Hint: Consider the theorem {n(n-1)(n-2) ... (n-m+1)/m!αmnu[n] ⇔ z/(z-α)(m+1).
 

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