Math Problem Statement
Solution
To solve for the Z-transform of , where , we follow these steps:
General Formula for Z-transform:
The Z-transform of a discrete-time signal is defined as: [ Z[x[n]] = \sum_{n=0}^{\infty} x[n] z^{-n}. ]
Given Signal:
Here, . Let's compute its Z-transform step by step.
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Write the signal explicitly:
Since is a constant, it can be factored out:
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Use the standard formula for : Recall that . Substituting this:
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Separate the two terms: Let’s split the summation into two parts:
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Apply the geometric series formula: For a geometric series , valid when :
- For the first term: ,
- For the second term: .
Using this, the summations become:
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Simplify the expressions: Combine the fractions:
Simplify the numerator:
Using , the numerator becomes:
The denominator simplifies to:
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Final Expression: Substitute these back into the fraction:
Therefore:
This is the Z-transform of , valid for .
Would you like a deeper explanation of any specific step or further examples?
Related Questions:
- What is the Z-transform of ?
- How does the region of convergence (ROC) affect this Z-transform?
- Can we derive the inverse Z-transform from this result?
- How does being a constant influence the transform?
- What happens if is not constant but varies with ?
Tip:
Always ensure the region of convergence (ROC) is determined for practical applications of the Z
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Math Problem Analysis
Mathematical Concepts
Z-transform
Discrete-time signal processing
Geometric series
Sine functions
Formulas
Z[x[n]] = \sum_{n=0}^{\infty} x[n] z^{-n}
\sin(a n) = \frac{e^{j a n} - e^{-j a n}}{2j}
\sum_{n=0}^\infty r^n = \frac{1}{1-r}, \text{ valid for } |r| < 1
Z[\sin(a n)] = \frac{\sin(a) z^{-1}}{1 - 2z^{-1} \cos(a) + z^{-2}}
Theorems
Geometric series sum formula
Suitable Grade Level
Undergraduate (Signal Processing or Advanced Engineering Math)