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\begin{cases}
 
\begin{cases}
 
0 & \omega<0 \\
 
0 & \omega<0 \\
\dfrac{1}{2}hb-\dfrac{1}{2}hb(\dfrac{h-\omega}{h})^2=\dfrac{2\omega}{h}-\dfrac{w^2}{h^2} & 0<=\opmge<h \\
+
\dfrac{1}{2}hb-\dfrac{1}{2}hb(\dfrac{h-\omega}{h})^2=\dfrac{2\omega}{h}-\dfrac{w^2}{h^2} & 0\le\omega<h \\
1 & \omega>=h
+
1 & \omega\ge h
 +
\end{cases}
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</math><br>
  
 +
b)<br>
 +
<math>f_x(\omega)=\dfrac{\partial F_x(\omega)}{\partial\omega}</math><br>
 +
<math>f_x(\omega)=
 +
\begin{cases}
 +
0 & \omega<0 \\
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\dfrac{-2}{h^2}\omega+\dfrac{2}{h} & 0\le\omega<h \\
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0 & \omega\ge h
 
\end{cases}
 
\end{cases}
</math>
+
</math><br>
 +
 
 +
c)<br>
 +
<math>X(\omega)\bar=\int_{-\infty}^{\infty} \omega f_x(\omega) dx =\int_{0}^{h} -\dfrac{2}{h^2}\omega^2 +\dfrac{2}{h}\omega d\omega =\dfrac{1}{3}h</math><br>
 +
 
 +
d)<br>
 +
<math>P(x>\dfrac{h}{3})=\int_{\dfrac{h}{3}}^{+\infty} \omega f_x(\omega)dx = \int_{\dfrac{h}{3}}^{h} -\dfrac{2}{h^2}\omega+\dfrac{2}{h}d\omega =\dfrac{4}{9}</math><br>
 +
 
 
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[[ECE-QE_CS1-2016|Back to QE CS question 1, August 2016]]
 
[[ECE-QE_CS1-2016|Back to QE CS question 1, August 2016]]
  
 
[[ECE_PhD_Qualifying_Exams|Back to ECE Qualifying Exams (QE) page]]
 
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Latest revision as of 15:32, 19 February 2019


ECE Ph.D. Qualifying Exam

Communication Signal (CS)

Question 1: Random Variable

August 2016 Problem 1


Solution

a)
$ F_x(\omega)= \begin{cases} 0 & \omega<0 \\ \dfrac{1}{2}hb-\dfrac{1}{2}hb(\dfrac{h-\omega}{h})^2=\dfrac{2\omega}{h}-\dfrac{w^2}{h^2} & 0\le\omega<h \\ 1 & \omega\ge h \end{cases} $

b)
$ f_x(\omega)=\dfrac{\partial F_x(\omega)}{\partial\omega} $
$ f_x(\omega)= \begin{cases} 0 & \omega<0 \\ \dfrac{-2}{h^2}\omega+\dfrac{2}{h} & 0\le\omega<h \\ 0 & \omega\ge h \end{cases} $

c)
$ X(\omega)\bar=\int_{-\infty}^{\infty} \omega f_x(\omega) dx =\int_{0}^{h} -\dfrac{2}{h^2}\omega^2 +\dfrac{2}{h}\omega d\omega =\dfrac{1}{3}h $

d)
$ P(x>\dfrac{h}{3})=\int_{\dfrac{h}{3}}^{+\infty} \omega f_x(\omega)dx = \int_{\dfrac{h}{3}}^{h} -\dfrac{2}{h^2}\omega+\dfrac{2}{h}d\omega =\dfrac{4}{9} $


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