Math Problem Statement
answer
Solution
The given system involves an LTI (Linear Time-Invariant) system, where you are asked to determine the Region of Convergence (ROC) for two sequences: and .
The sequences are: where is the unit step function.
Analyzing :
- is an exponentially decaying sequence.
- The term shifts the unit step function, meaning is nonzero for .
For the Z-transform of : The series converges when , as the ROC of an exponentially decaying term is .
Thus, the ROC for is .
Analyzing :
- The term is also exponentially decaying.
- means the sequence is valid for .
For the Z-transform of : This can be split into two parts:
- The constant term contributes to a sequence with no decay, so its ROC is the entire z-plane except .
- The term has an ROC .
Therefore, the ROC for is .
Summary of ROCs:
- ROC of :
- ROC of :
Would you like more details on the Z-transform process or have any questions?
Here are 5 related questions for further exploration:
- How do you calculate the Z-transform of a shifted sequence like ?
- What happens to the ROC when sequences are multiplied or convolved?
- How does the ROC relate to the stability of a system?
- Can the ROC include points on the unit circle?
- What is the impact of poles on the ROC?
Tip: Always check the ROC carefully when analyzing system stability or reconstructing a signal from its Z-transform.
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Math Problem Analysis
Mathematical Concepts
Linear Time-Invariant Systems
Z-Transform
Region of Convergence (ROC)
Exponential Sequences
Formulas
x1(n) = (1/6)^n * u(n-1)
x2(n) = [1 + (1/4)^n] * u(n)
ROC for (a^n * u(n)): |z| > a
Theorems
Z-Transform
ROC of Exponential Sequences
Suitable Grade Level
University Level (Electrical Engineering/Signal Processing)
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