Math Problem Statement

answer

Consider the LTI system with the input x1(n), the unit sample response x2(n), and the output y(n), where x1(n) = (1/6)^n * u(n-1) and x2(n) = [1 + (1/4)^n] * u(n). Find the Region of Convergence (ROC).

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: x1(n)x_1(n) and x2(n)x_2(n).

The sequences are: x1(n)=(16)nu(n1)x_1(n) = \left( \frac{1}{6} \right)^n u(n-1) x2(n)=[1+(14)n]u(n)x_2(n) = \left[ 1 + \left( \frac{1}{4} \right)^n \right] u(n) where u(n)u(n) is the unit step function.

Analyzing x1(n)x_1(n):

  1. (16)n\left( \frac{1}{6} \right)^n is an exponentially decaying sequence.
  2. The term u(n1)u(n-1) shifts the unit step function, meaning x1(n)x_1(n) is nonzero for n1n \geq 1.

For the Z-transform of x1(n)x_1(n): X1(z)=n=1(16)nznX_1(z) = \sum_{n=1}^{\infty} \left( \frac{1}{6} \right)^n z^{-n} The series converges when z>16|z| > \frac{1}{6}, as the ROC of an exponentially decaying term ana^n is z>a|z| > a.

Thus, the ROC for x1(n)x_1(n) is (16,)( \frac{1}{6}, \infty ).

Analyzing x2(n)x_2(n):

  1. The term (14)n\left( \frac{1}{4} \right)^n is also exponentially decaying.
  2. u(n)u(n) means the sequence is valid for n0n \geq 0.

For the Z-transform of x2(n)x_2(n): X2(z)=n=0[1+(14)n]znX_2(z) = \sum_{n=0}^{\infty} \left[ 1 + \left( \frac{1}{4} \right)^n \right] z^{-n} This can be split into two parts:

  • The constant term 11 contributes to a sequence with no decay, so its ROC is the entire z-plane except z=0z = 0.
  • The term (14)n\left( \frac{1}{4} \right)^n has an ROC z>14|z| > \frac{1}{4}.

Therefore, the ROC for x2(n)x_2(n) is (14,)( \frac{1}{4}, \infty ).

Summary of ROCs:

  • ROC of x1(n)x_1(n): (16,)( \frac{1}{6}, \infty )
  • ROC of x2(n)x_2(n): (14,)( \frac{1}{4}, \infty )

Would you like more details on the Z-transform process or have any questions?

Here are 5 related questions for further exploration:

  1. How do you calculate the Z-transform of a shifted sequence like u(n1)u(n-1)?
  2. What happens to the ROC when sequences are multiplied or convolved?
  3. How does the ROC relate to the stability of a system?
  4. Can the ROC include points on the unit circle?
  5. 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)