Math Problem Statement
Determine the Z-transform and region-of-convergence (ROC) of the following signal: x[n]=−(1/3)^n u[n]−(1/2)^n u[-n−1]
Solution
We are given the signal:
[ x[n] = -\left(\frac{1}{3}\right)^n u[n] - \left(\frac{1}{2}\right)^n u[-n-1] ]
where is the unit step function. We need to determine the Z-transform of this signal and its region of convergence (ROC).
Step 1: Split the signal
We can split the signal into two parts:
- The first part is .
- The second part is .
Step 2: Z-transform of
The signal is a right-sided signal (defined for ). The Z-transform of a general right-sided signal is given by:
For , the Z-transform is:
Step 3: Z-transform of
The signal is a left-sided signal (defined for ). The Z-transform of a general left-sided signal is given by:
For , the Z-transform is:
Step 4: Total Z-transform
The total Z-transform is the sum of the Z-transforms of and :
Step 5: Region of Convergence (ROC)
The ROC of the signal is determined by the individual ROCs of the two components:
- For , the ROC is .
- For , the ROC is .
Therefore, the total ROC is the intersection of these two regions:
Final Answer:
The Z-transform of the signal is:
The region of convergence (ROC) is:
Would you like further details or explanations on any step?
Here are 5 related questions you might explore next:
- How does the ROC affect the stability of a system?
- How would the ROC change if were replaced with ?
- What is the inverse Z-transform of ?
- How does the Z-transform relate to the Fourier transform?
- How can we determine the poles and zeros from the Z-transform?
Tip: The region of convergence is always crucial for determining the behavior and causality of the system.
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Math Problem Analysis
Mathematical Concepts
Z-transform
Region of Convergence (ROC)
Discrete-time signals
Formulas
Z-transform of a right-sided signal: Z{a^n u[n]} = 1 / (1 - az^{-1}), |z| > |a|
Z-transform of a left-sided signal: Z{a^n u[-n-1]} = 1 / (1 - az^{-1}), |z| < |a|
Theorems
Z-transform
Region of Convergence theorem
Suitable Grade Level
College/University level (Undergraduate in Signals and Systems or Digital Signal Processing)
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