Math Problem Statement

ROC is given by (a) |z| > 2 (b) |z| < 2 (c) |z| = 1 (d) |z| ≠ 0

Solution

The question is about determining the Region of Convergence (ROC) for a given signal in the Z-transform. To select the correct option, let's first understand some basic principles about the ROC:

  1. ROC for a causal signal: If the signal is causal (non-zero for n0n \geq 0), the ROC is outside the outermost pole, i.e., z>r|z| > r, where rr is the pole's radius.

  2. ROC for an anti-causal signal: If the signal is anti-causal (non-zero for n<0n < 0), the ROC is inside the innermost pole, i.e., z<r|z| < r.

  3. ROC for a two-sided signal: For a signal with both causal and anti-causal parts, the ROC will be a ring between two poles, i.e., r1<z<r2r_1 < |z| < r_2.

  4. The ROC cannot include any poles.

The given options are:

  • (a) z>2|z| > 2
  • (b) z<2|z| < 2
  • (c) z=1|z| = 1
  • (d) z0|z| \neq 0

Without additional context, the most common ROC scenario is:

  • For a causal system, the ROC is typically z>r|z| > r.
  • For an anti-causal system, it is z<r|z| < r.

If r=2r = 2, then option (a) z>2|z| > 2 would likely be the correct choice for a causal signal.

Would you like more details, or do you have any questions? Here are some related questions for further study:

  1. How does the location of poles affect the ROC in the Z-transform?
  2. What is the significance of the ROC in determining system stability?
  3. How does the Z-transform differ from the Laplace transform in terms of ROC?
  4. What happens to the ROC if a signal is neither purely causal nor anti-causal?
  5. Can a system have multiple ROCs? If so, what does that imply?

Tip: The ROC for a stable system must include the unit circle (z=1|z| = 1).

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Math Problem Analysis

Mathematical Concepts

Z-transform
Region of Convergence (ROC)
Causal and Anti-Causal Signals

Formulas

ROC for causal signal: |z| > r
ROC for anti-causal signal: |z| < r

Theorems

Region of Convergence (ROC) principles in Z-transform

Suitable Grade Level

Undergraduate