Math Problem Statement
Solution
The question is about determining the Region of Convergence (ROC) for a given signal in the Z-transform. To select the correct option, let's first understand some basic principles about the ROC:
-
ROC for a causal signal: If the signal is causal (non-zero for ), the ROC is outside the outermost pole, i.e., , where is the pole's radius.
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ROC for an anti-causal signal: If the signal is anti-causal (non-zero for ), the ROC is inside the innermost pole, i.e., .
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ROC for a two-sided signal: For a signal with both causal and anti-causal parts, the ROC will be a ring between two poles, i.e., .
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The ROC cannot include any poles.
The given options are:
- (a)
- (b)
- (c)
- (d)
Without additional context, the most common ROC scenario is:
- For a causal system, the ROC is typically .
- For an anti-causal system, it is .
If , then option (a) would likely be the correct choice for a causal signal.
Would you like more details, or do you have any questions? Here are some related questions for further study:
- How does the location of poles affect the ROC in the Z-transform?
- What is the significance of the ROC in determining system stability?
- How does the Z-transform differ from the Laplace transform in terms of ROC?
- What happens to the ROC if a signal is neither purely causal nor anti-causal?
- Can a system have multiple ROCs? If so, what does that imply?
Tip: The ROC for a stable system must include the unit circle ().
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Math Problem Analysis
Mathematical Concepts
Z-transform
Region of Convergence (ROC)
Causal and Anti-Causal Signals
Formulas
ROC for causal signal: |z| > r
ROC for anti-causal signal: |z| < r
Theorems
Region of Convergence (ROC) principles in Z-transform
Suitable Grade Level
Undergraduate
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