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Question

Given below are two statements: one is labelled as Assertion A and the other is labelled as Reason R 

Assertion A: For a given sequence $X[n]=(\frac{1}{2})^n u(n)$ and its Z-transform $X(z)=\frac{1}{1-\frac{1}{2}z^{-1}}, \quad |z|>\frac{1}{2}$ is a stable system. 

Reason R: For a stable system ROC (Region of Convergence) must include the unit circle. 

In the light of the above statements, choose the most appropriate answer from the options given below

The correct answer is
Both A and R are correct and R is the correct explanation of A

Assertion A Analysis

The given sequence is $X[n] = \left(\frac{1}{2}\right)^n u(n)$.

The Z-transform of a causal exponential sequence $a^n u[n]$ is given by $\frac{1}{1-az^{-1}}$ with a Region of Convergence (ROC) of $|z| > |a|$.

For $a = \frac{1}{2}$, the Z-transform is $X(z) = \frac{1}{1-\frac{1}{2}z^{-1}}$ and the ROC is $|z| > \frac{1}{2}$. This matches the assertion.

System Stability Condition

A discrete-time Linear Time-Invariant (LTI) system is considered stable if and only if the ROC of its impulse response includes the unit circle, which is the circle defined by $|z| = 1$.

Assertion A and Stability

In Assertion A, the ROC of the Z-transform $X(z)$ is given as $|z| > \frac{1}{2}$.

To check for stability, we determine if this ROC includes the unit circle ($|z|=1$). Since any value of $z$ such that $|z|=1$ also satisfies $|z| > \frac{1}{2}$ (because $1$ is greater than $\frac{1}{2}$), the unit circle is indeed included within the ROC.

Therefore, the system described in Assertion A is stable.

Assertion A is correct.

Reason R Analysis

Reason R states that for a stable system, the ROC must include the unit circle.

This statement accurately describes the necessary and sufficient condition for the stability of a causal LTI system in the Z-domain.

Reason R is correct.

Relationship between Assertion A and Reason R

Assertion A correctly identifies a system as stable based on its Z-transform and ROC.

Reason R provides the underlying principle that justifies this conclusion: the inclusion of the unit circle in the ROC is the criterion for stability.

Since the ROC in Assertion A ($|z| > \frac{1}{2}$) fulfills the condition stated in Reason R, Reason R serves as a correct explanation for why Assertion A is true.

Conclusion

Both Assertion A and Reason R are accurate statements, and Reason R correctly explains Assertion A.

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Important Questions from Z Transform

  1. The z transform of e −t sampled at 10 Hz will be:

  2. What is the set of all values of z for which X(z) attains a finite value?

  3. The z transform of the following real exponential sequence

    x(n) = {a n ;n >= 0} , {= 0 ; n < 0} and a > 0 is given by

  4. What will be the z-transform of a Unit step function ?

  5. The z-transform of a causal periodic signal can be determined from the knowledge of the z-transform of its:

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