Math Problem Statement
Solve this z transform problem and explain the steps throughly
Solution
Let's solve the given Z-transform problem step by step.
Problem:
We are given the function as: We need to find the corresponding , which is the inverse Z-transform of .
Step-by-step solution:
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Given Expression: The given Z-transform is: We need to express this in a form that allows us to find the inverse Z-transform.
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Break the Expression into Simpler Terms: Let's split the fraction into two terms. We can rewrite as: Now we have two terms that we can work with separately.
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Recognize the Inverse Z-transform Patterns: The two terms can now be interpreted using known inverse Z-transform pairs. Specifically:
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The first term, , is of the form , whose inverse Z-transform is , where is the unit step function. In this case, , so the inverse Z-transform is:
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The second term, , is of the form , whose inverse Z-transform is . Here, and , so the inverse Z-transform is: Simplifying this gives:
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Combine the Two Results: Now that we have the inverse Z-transforms of both parts, we can combine them to get the overall inverse Z-transform:
This is the solution for .
Summary of Steps:
- Start with the given Z-transform function.
- Break the expression into simpler terms.
- Recognize each term as a known Z-transform pair and apply inverse Z-transform rules.
- Combine the results to find the final time-domain sequence.
Would you like more details on any of these steps, or do you have any specific questions?
Relative Questions:
- How can you identify standard Z-transform pairs when solving problems?
- What is the significance of the unit step function in Z-transform problems?
- How does the splitting of fractions help in simplifying Z-transform problems?
- What is the physical interpretation of the Z-transform in signal processing?
- How do you handle Z-transforms when the denominator has higher powers of ?
Tip:
Always look for standard Z-transform pairs (from tables) to simplify the process of finding inverse Z-transforms in complex expressions.
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Math Problem Analysis
Mathematical Concepts
Z-Transform
Inverse Z-Transform
Signal Processing
Partial Fractions
Formulas
X(z) = \frac{1 + \frac{1}{2}z^{-1}}{1 - \frac{1}{2}z^{-1}}
Inverse Z-transform of \frac{1}{1 - az^{-1}} = a^n u(n)
Inverse Z-transform of \frac{bz^{-1}}{1 - az^{-1}} = b a^{n-1} u(n-1)
Theorems
Linear time-invariant system theory
Unit step function
Suitable Grade Level
Undergraduate (Electrical Engineering or related fields)
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