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Question

The inverse Z-transform of $X(z) = \log(1 + az^{-1})$ with ROC $|z|>|a|$ is

The correct answer is

$x(n) = \begin{cases} (-1)^{n+1} \frac{a^n}{n}, & n \ge 1 \\ 0, & n \le 0 \end{cases}$

Inverse Z-Transform of Logarithm Function

We need to find the inverse Z-transform of $X(z) = \log(1 + az^{-1})$ with the Region of Convergence (ROC) given as $|z| > |a|$. This ROC implies a causal signal.

Using Series Expansion

We use the Taylor series expansion for $\log(1+x)$ around $x=0$: $ \log(1+x) = \sum_{k=1}^{\infty} (-1)^{k+1} \frac{x^k}{k} $ Substitute $x = az^{-1}$: $ X(z) = \log(1 + az^{-1}) = \sum_{k=1}^{\infty} (-1)^{k+1} \frac{(az^{-1})^k}{k} $ $ X(z) = \sum_{k=1}^{\infty} (-1)^{k+1} \frac{a^k}{k} z^{-k} $

Identifying the Sequence

The Z-transform of a sequence $x(n)$ is defined as $X(z) = \sum_{n=-\infty}^{\infty} x(n) z^{-n}$. By comparing the derived series for $X(z)$ with the definition:

  • The summation starts from $k=1$.
  • The term corresponding to $z^{-k}$ is $(-1)^{k+1} \frac{a^k}{k}$.

This implies that the sequence $x(n)$ is non-zero only for $n \ge 1$. By direct comparison, the coefficient for $z^{-n}$ (where $n=k$) is:

$ x(n) = (-1)^{n+1} \frac{a^n}{n} \quad \text{for } n \ge 1 $

Considering Causality (ROC)

The ROC $|z| > |a|$ confirms that the signal is causal. Therefore, $x(n) = 0$ for $n < 0$. Combining this with the result from the series expansion:

$ x(n) = \begin{cases} (-1)^{n+1} \frac{a^n}{n}, & n \ge 1 \\ 0, & n \le 0 \end{cases} $

This result matches Option 4.

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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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