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Question

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

The correct answer is

Radius of convergence

Understanding the Region of Convergence for X(z)

The question asks for the set of all values of a complex variable 'z' for which a function X(z) takes on a finite value. In the context of signals and systems, complex analysis, or power series, X(z) often represents a transform like the Z-transform or a power series expansion.

For such functions, convergence is a key concept. When we say X(z) "attains a finite value," it means that the series or transform representing X(z) converges at that specific value of z. The collection of all such 'z' values where the function converges to a finite value is known as the region of convergence (ROC).

For power series centered at the origin or Z-transforms of causal or anti-causal sequences, the region of convergence is typically an annulus or a disk in the complex z-plane centered at the origin. This region is defined by its inner and/or outer radii.

The term that specifically describes the size of the disk within which a power series $\sum_{n=0}^{\infty} a_n z^n$ converges is the radius of convergence. For a Z-transform $X(z) = \sum_{n=-\infty}^{\infty} x[n]z^{-n}$, the region of convergence is often defined by inequalities involving $|z|$, such as $R_{in} < |z| < R_{out}$. The values $R_{in}$ and $R_{out}$ are related to the convergence properties of the positive and negative parts of the sequence $x[n]$.

The set of all values of z for which X(z) attains a finite value is precisely the region of convergence. While the question asks for the "set," the provided correct option is "Radius of convergence." The radius of convergence is the specific positive number $R$ such that the series converges for all $|z| < R$ (or $|z| > R$ for some types of expansions) and diverges for $|z| > R$ (or $|z| < R$). It effectively defines the boundary of the disk (or region) of convergence.

Let's look at the options provided:

  • Radius of convergence: This term is directly related to the region where X(z) converges to a finite value. It is the radius that defines the boundary of the disk (or annulus) of convergence.
  • Radius of divergence: This refers to the region where the function or series diverges, which is the opposite of where it attains a finite value.
  • Feasible solution: This term is used in optimization and refers to a point satisfying constraints, which is unrelated to the convergence of a function X(z).
  • None of the above: Since "Radius of convergence" is a term directly related to the concept described, this option is unlikely.

Given the standard terminology, the set of values of z where X(z) is finite is the region of convergence, and this region's boundary for series centered at the origin is defined by the radius of convergence. Therefore, "Radius of convergence" is the term most closely associated with the concept described in the question, as it quantifies the extent of this set.

Thus, the set of all values of z for which X(z) attains a finite value is determined by the radius of convergence.

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Important Questions from Z Transform

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

  2. The z transform of the following real exponential sequence

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

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

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

  5. Two discrete-time linear time-invariant systems with impulse responses

    h 1[n] = δ[n - 1] + δ[n + 1] and h 2[n] = δ[n] + δ[n - 1] are connected in cascade, where δ[n] is the Kronecker delta. The impulse response of the cascaded system is

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