Transforming Finite Series: Solving with Z-Transform?

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Homework Help Overview

The discussion revolves around the transformation of a finite series using the Z-transform, specifically focusing on the function defined by a piecewise sequence. Participants are tasked with showing a specific relationship involving the Z-transform of the sequence.

Discussion Character

  • Exploratory, Mathematical reasoning, Problem interpretation

Approaches and Questions Raised

  • Participants discuss the identification of the series as a geometric series and the implications of convergence conditions. There is also exploration of expressing sine functions in terms of exponential functions to facilitate the transformation.

Discussion Status

Some participants have provided guidance on the nature of the series and suggested methods for recasting the expression. There is an acknowledgment of a point of confusion regarding the transformation process, indicating ongoing exploration of the problem.

Contextual Notes

Participants note the assumption regarding convergence conditions for the geometric series and express uncertainty about the manipulation of exponential forms to reach the desired result.

ElijahRockers
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Homework Statement


Let ## x_j = \begin{Bmatrix}
{1, 0 \leq j \leq N-1} \\
{0, else} \\
\end{Bmatrix}
##

Show that ##\hat{x}(\phi) = \frac{e^{-i\frac{N-1}{2}\phi}sin(\frac{N}{2}\phi)}{sin(\frac{1}{2}\phi)}##

Homework Equations


[/B]
##\hat{x}(\phi) := \sum_{j = -\infty}^{\infty} x_j e^{-ij\phi}##

The Attempt at a Solution



So I get ##\hat{x}(z) = \sum_{j = 0}^{N-1} z^{-j} = \sum_{0}^{N-1} (\frac{1}{z})^{j}##

I believe this is a geometric series, with sum ##\hat{x}(z) = \frac{1-z^{-N}}{1-z^{-1}} = \frac{1-e^{-iN\phi}}{1-e^{-i\phi}}##

Of course this makes the assumption that ##|\frac{1}{z}| < 1 ## which I am not entirely sure about. Any tips appreciated.
 
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Yes, it is a geometric series. Since it is finite you do not need the condition on z for convergence.

What remains is to recast it on the form given in the assignment. I suggest working backwards if you have problems.
 
Sorry, I should have added that's where I am stuck. I can play around with ##e^{ix} = cos(x) + isin(x)## but it doesn't seem to be getting any closer to the final answer.
 
This is why I suggest working backwards. How can you express sin(x) in terms of exponents of ix?
 
Orodruin said:
This is why I suggest working backwards. How can you express sin(x) in terms of exponents of ix?
Got it! Thank you!
 

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