Math Problem Statement
Solution
Let's break down the two questions from the image and approach them step by step.
Q1:
i. Find the Z-transformation of the sequence using the definition.
The Z-transform of a sequence is defined as: In this case, . Therefore: This is a geometric series: The sum of the geometric series is given by for . Thus:
ii. Find the sequence whose Z-transform is .
To find the sequence, first simplify the given Z-transform: We factor the denominator: Thus, the Z-transform becomes: We now apply partial fraction decomposition: Multiplying both sides by and solving for and , we get: Expanding: By comparing coefficients of , , and constants, we can solve for and .
Q2:
i. Expand in a Laurent series valid for (a) and (b) .
To expand this function into a Laurent series, we will break the function into partial fractions and then expand each part into a series in the given regions.
ii. Solve the second-order initial value problem using the Z-transform:
The given recurrence relation is: We take the Z-transform of the recurrence relation, use the initial conditions, and then solve for , which can be inverted to find .
Would you like me to proceed with the details of solving these steps? Let me know if you'd prefer details on a specific part of the solution.
Here are 5 related questions for deeper exploration:
- How do you handle different regions of convergence when working with Laurent series?
- Can the Z-transform be applied to non-geometric sequences? How?
- What is the significance of initial conditions when solving recurrence relations using Z-transform?
- How do you perform partial fraction decomposition for higher-degree polynomials in Z-transform problems?
- What methods exist for solving second-order recurrence relations besides the Z-transform?
Tip: Always ensure to check the region of convergence (ROC) when applying Z-transforms, as it determines the stability and validity of the transform.
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Math Problem Analysis
Mathematical Concepts
Z-Transform
Laurent Series Expansion
Recurrence Relations
Partial Fraction Decomposition
Initial Value Problem
Formulas
Z-Transform: Y(z) = Σ (y_k * z^(-k))
Geometric Series Sum: Σ (r^k) = 1 / (1 - r) for |r| < 1
Partial Fraction Decomposition
Recurrence Relation Solution via Z-Transform
Theorems
Geometric Series Theorem
Convolution Theorem for Z-Transforms
Laurent Series Theorem
Suitable Grade Level
University Level (Advanced Calculus, Linear Algebra)