Revision as of 10:58, 17 November 2010 by Han83 (Talk | contribs)

(diff) ← Older revision | Latest revision (diff) | Newer revision → (diff)



Solution to Q3 of Week 13 Quiz Pool


a)

$ x[n]=\delta[n]\,\! $

Using the N-point DFT formula,

$ X[k]=\sum_{n=0}^{N-1}\delta[n]e^{-j\frac{2\pi}{N}kn} = 1 $


b)

We use the N-point inverse-DFT formula to obtain $ y[n] $

$ \begin{align} y[n] & =\frac{1}{N}\sum_{k=0}^{N-1} \left( W_N^{k} + W_N^{2k} + W_N^{3k} \right) X[k] e^{j\frac{2\pi}{N}nk} \\ & =\frac{1}{N}\sum_{k=0}^{N-1} W_N^{k}X[k] e^{j\frac{2\pi}{N}nk} + \frac{1}{N}\sum_{k=0}^{N-1} W_N^{2k}X[k] e^{j\frac{2\pi}{N}nk} + \frac{1}{N}\sum_{k=0}^{N-1} W_N^{3k}X[k] e^{j\frac{2\pi}{N}nk} \\ & =\frac{1}{N}\sum_{k=0}^{N-1} X[k] e^{j\frac{2\pi}{N}(n-1)k} + \frac{1}{N}\sum_{k=0}^{N-1} X[k] e^{j\frac{2\pi}{N}(n-2)k} + \frac{1}{N}\sum_{k=0}^{N-1} X[k] e^{j\frac{2\pi}{N}(n-3)k} \quad \text{where} \;\; W_N=e^{-j\frac{2\pi}{N}} \\ \end{align} $

If you compare this with the N-point inverse-DFT of $ X[k] $

$ x_N[n]=\frac{1}{N}\sum_{k=0}^{N-1}X[k] e^{j\frac{2\pi}{N}nk} $

then, you will notice that $ y_N[n]=x_N[(n-1)\text{mod}N] + x_N[(n-2)\text{mod}N] + x_N[(n-3)\text{mod}N] $. Thus, it becomes

$ y[n]=\delta[n-1]+\delta[n-2]+\delta[n-3] \quad n=0,1,2,...,N-1\,\! $ and it is periodic with $ N $.

(Producting $ W^{k} $ to $ X[k] $ yields circular-shifting to the right by 1 in the periodic discrete-time signal)


c)

Let fix $ N=5 $ and $ h[n]=\delta[n]+2\delta[n-1]+3\delta[n-2] $

computing 5-point circular convolution with $ y[n] $ and $ h[n] $,

$ \begin{align} z[n] =& y[n]\circledast_5 h[n] \\ =& \quad \{\quad 0,\quad 1,\quad 1,\quad 1, \quad 0\} \\ & +\! \{\quad 0,\quad 0,\quad 2,\quad 2, \quad 2\} \\ & +\! \{\quad 3,\quad 0,\quad 0,\quad 3, \quad 3\} \\ =& \quad \{\quad 3,\quad 1,\quad 3,\quad 6, \quad 5\} \\ =& 3\delta[n]+1\delta[n-1]+3\delta[n-2]+6\delta[n-3]+5\delta[n-4] \\ \end{align} $


Back to Lab Week 13 Quiz Pool

Back to ECE 438 Fall 2010 Lab Wiki Page

Back to ECE 438 Fall 2010

Alumni Liaison

Basic linear algebra uncovers and clarifies very important geometry and algebra.

Dr. Paul Garrett