Difference between revisions of "Aufgaben:Exercise 1.3: Calculating with Complex Numbers"

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m (Text replacement - "Category:Exercises for Signal Representation" to "Category:Signal Representation: Exercises")
 
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{{quiz-Header|Buchseite=Signaldarstellung/Calculating With Complex Numbers}}
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{{quiz-Header|Buchseite=Signal_Representation/Calculating_With_Complex_Numbers}}
  
[[File:P_ID800_Sig_A_1_3.png|right|frame|Betrachtete Zahlen in der komplexen Ebene]]
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[[File:P_ID800_Sig_A_1_3.png|right|frame|Considered numbers <br>in the complex plane]]
 
The diagram to the right shows some points in the complex plane, namely
 
The diagram to the right shows some points in the complex plane, namely
 
   
 
   
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:$$z_8 = {\rm e}^{\hspace{0.05cm}z_2} + {\rm e}^{\hspace{0.05cm}z_2^{\star}}.$$
 
:$$z_8 = {\rm e}^{\hspace{0.05cm}z_2} + {\rm e}^{\hspace{0.05cm}z_2^{\star}}.$$
 
   
 
   
 
 
  
  
  
 
''Notes:''  
 
''Notes:''  
*This exercise belongs to the chapter&nbsp;[[Signal_Representation/Calculating_With_Complex_Numbers|Calculating With Complex Numbers]].
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*This exercise belongs to the chapter&nbsp;[[Signal_Representation/Calculating_With_Complex_Numbers|Calculating with Complex Numbers]].
*The topic is also covered in the teaching video&nbsp;[[Rechnen_mit_komplexen_Zahlen_(Lernvideo)|Rechnen mit komplexen Zahlen]]&nbsp;.
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*The topic of this task is also covered in the (German language) learning video <br> &nbsp; &nbsp;  &nbsp;[[Rechnen_mit_komplexen_Zahlen_(Lernvideo)|Rechnen mit komplexen Zahlen]] &nbsp; &rArr; &nbsp; "Arithmetic operations involving complex numbers".
 
  
  
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{What is the value of the random variable&nbsp; <math>z_4 = z_2^2 + z_3^2 = x_4 + {\rm j} \cdot y_4</math>?
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{What is the value of the complex quantity&nbsp; <math>z_4 = z_2^2 + z_3^2 = x_4 + {\rm j} \cdot y_4</math>?
 
|type="{}"}
 
|type="{}"}
 
<math> x_4 \ =\  </math> { -1.01--0.99 }
 
<math> x_4 \ =\  </math> { -1.01--0.99 }
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<math> y_5  \ =\  </math> { -0.36--0.35 }
 
<math> y_5  \ =\  </math> { -0.36--0.35 }
  
{<math>z_6</math>&nbsp; is the square root of&nbsp; <math>z_3</math>&nbsp;. Therefore <math>z_6</math>&nbsp; has two solutions with the magnitude&nbsp; <math>|z_6| = 1</math>. <br>Give the two possible phase angles of&nbsp; <math>z_6</math>&nbsp;.
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{<math>z_6</math>&nbsp; is the square root of&nbsp; <math>z_3</math>.&nbsp; Therefore <math>z_6</math>&nbsp; has two solutions with the magnitude&nbsp; <math>|z_6| = 1</math>. <br>Give the two possible phase angles of&nbsp; <math>z_6</math>&nbsp;.
 
|type="{}"}
 
|type="{}"}
 
<math> \phi_6 \ ({\rm between\hspace{0.1cm} 0^{\circ}  \hspace{0.1cm}and \hspace{0.1cm} +\hspace{-0.15cm}180^{\circ} \hspace{0.1cm}deg}) \hspace{0.2cm} =\ </math>    { 133-137 } $\ \text{deg}$
 
<math> \phi_6 \ ({\rm between\hspace{0.1cm} 0^{\circ}  \hspace{0.1cm}and \hspace{0.1cm} +\hspace{-0.15cm}180^{\circ} \hspace{0.1cm}deg}) \hspace{0.2cm} =\ </math>    { 133-137 } $\ \text{deg}$
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{Compute the complex quantity&nbsp;  <math>z_8 =  {\rm e}^{z_2} +  {\rm e}^{z_2^{\ast}} = x_8 + {\rm j}\cdot y_8</math>&nbsp;.
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{Calculate the complex quantity&nbsp;  <math>z_8 =  {\rm e}^{z_2} +  {\rm e}^{z_2^{\ast}} = x_8 + {\rm j}\cdot y_8</math>&nbsp;.
 
|type="{}"}
 
|type="{}"}
 
<math> x_8 \ =\  </math> { 0.07-0.08 }
 
<math> x_8 \ =\  </math> { 0.07-0.08 }
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::<math>z_2^2 =  2^2 \cdot{\rm e}^{{\rm j}\hspace{0.05cm}\cdot \hspace{0.05cm} 270^{ \circ}}= 4 \cdot {\rm e}^{-{\rm j}\hspace{0.05cm}\cdot \hspace{0.05cm} 90^{ \circ}}=-4 \cdot {\rm j}.</math>
 
::<math>z_2^2 =  2^2 \cdot{\rm e}^{{\rm j}\hspace{0.05cm}\cdot \hspace{0.05cm} 270^{ \circ}}= 4 \cdot {\rm e}^{-{\rm j}\hspace{0.05cm}\cdot \hspace{0.05cm} 90^{ \circ}}=-4 \cdot {\rm j}.</math>
 
   
 
   
*Accordingly, the following applies to the square of&nbsp; <math>z_3</math>:&nbsp;:
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*Accordingly, the following applies to the square of&nbsp; <math>z_3</math>:
 
   
 
   
 
::<math>z_3^2 =  (-{\rm j})^2 = -1.</math>
 
::<math>z_3^2 =  (-{\rm j})^2 = -1.</math>
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__NOEDITSECTION__
 
__NOEDITSECTION__
[[Category:Signal Representation: Exercises|^1.3 Calculating With Complex Numbers^]]
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[[Category:Signal Representation: Exercises|^1.3 Calculating with Complex Numbers^]]

Latest revision as of 13:28, 24 May 2021

Considered numbers
in the complex plane

The diagram to the right shows some points in the complex plane, namely

$$z_1 = {\rm e}^{\hspace{0.05cm}-{\rm j} \hspace{0.05cm}\cdot \hspace{0.05cm} 45^{ \circ}}, $$
$$z_2 = 2 \cdot{\rm e}^{\hspace{0.05cm}{\rm j} \hspace{0.05cm}\cdot \hspace{0.05cm}135^{ \circ}},$$
$$z_3 = -{\rm j} .$$

In the course of this task, the following complex quantities will be considered:

$$z_4 = z_2^2 + z_3^2,$$
$$z_5 = 1/z_2,$$
$$z_6 = \sqrt{z_3},$$
$$z_7 = {\rm e}^{\hspace{0.05cm}z_2},$$
$$z_8 = {\rm e}^{\hspace{0.05cm}z_2} + {\rm e}^{\hspace{0.05cm}z_2^{\star}}.$$



Notes:


Questions

1

Which of the following equations are true?

\(2 \cdot z_1 + z_2 =0.\)
\(z_1^{\ast} \cdot z_2 +2=0.\)
\((z_1/z_2) \cdot z_3\) is purely real.

2

What is the value of the complex quantity  \(z_4 = z_2^2 + z_3^2 = x_4 + {\rm j} \cdot y_4\)?

\( x_4 \ =\ \)

\( y_4 \ =\ \)

3

Calculate the complex quantity  \(z_5 = 1/z_2 = x_5 + {\rm j} \cdot y_5\).

\( x_5 \ =\ \)

\( y_5 \ =\ \)

4

\(z_6\)  is the square root of  \(z_3\).  Therefore \(z_6\)  has two solutions with the magnitude  \(|z_6| = 1\).
Give the two possible phase angles of  \(z_6\) .

\( \phi_6 \ ({\rm between\hspace{0.1cm} 0^{\circ} \hspace{0.1cm}and \hspace{0.1cm} +\hspace{-0.15cm}180^{\circ} \hspace{0.1cm}deg}) \hspace{0.2cm} =\ \)

$\ \text{deg}$
\( \phi_6 \ ({\rm between\hspace{0.1cm} - \hspace{-0.15cm}180^{\circ} \hspace{0.1cm}and \hspace{0.1cm} 0^{\circ} \hspace{0.1cm}deg}) \hspace{0.2cm} =\ \)

$\ \text{deg}$

5

Calculate  \(z_7 = {\rm e}^{z_2} = x_7 + {\rm j} \cdot y_7\).

\( x_7 \ =\ \)

\( y_7 \ =\ \)

6

Calculate the complex quantity  \(z_8 = {\rm e}^{z_2} + {\rm e}^{z_2^{\ast}} = x_8 + {\rm j}\cdot y_8\) .

\( x_8 \ =\ \)

\( y_8 \ =\ \)


Solution

(1)  Correct are the solutions 1 and 2:

\[2 \cdot z_1 + z_2 = 2 \cdot \cos(45^{ \circ}) - 2 \cdot {\rm j}\hspace{0.05cm}\cdot \hspace{0.05cm} \sin(45^{ \circ})- 2 \cdot \cos(45^{ \circ}) + 2\cdot {\rm j} \cdot\sin(45^{ \circ}) = 0.\]
  • The second option is also correct, because
\[z_1^{\star} \cdot z_2 = 1 \cdot{\rm e}^{{\rm j}\hspace{0.05cm}\cdot \hspace{0.05cm} 45^{ \circ}} \cdot 2 \cdot{\rm e}^{{\rm j}\hspace{0.05cm}\cdot \hspace{0.05cm} 135^{ \circ}} = 2 \cdot{\rm e}^{{\rm j}\hspace{0.05cm}\cdot \hspace{0.05cm} 180^{ \circ}}= -2.\]
  • In contrast, the third option is wrong. The division of  \(z_1\) and \(z_2\)  yields: 
\[\frac{z_1}{z_2} = \frac{{\rm e}^{-{\rm j}\hspace{0.05cm}\cdot \hspace{0.05cm} 45^{ \circ}}}{2 \cdot{\rm e}^{{\rm j} \hspace{0.05cm}\cdot \hspace{0.05cm}135^{ \circ}}} = 0.5 \cdot{\rm e}^{-{\rm j}\hspace{0.05cm}\cdot \hspace{0.05cm} 180^{ \circ}}= -0.5.\]
  • The multiplication by  \(z_3 = -{\rm j} \)  leads to the result  ${\rm j}/2$, i.e. to a purely imaginary quantity.


(2)  The square of  \(z_2\)  has the magnitude  \(|z_2|^{2}\)  and the Phase  \(2 \cdot \phi_2\): 

\[z_2^2 = 2^2 \cdot{\rm e}^{{\rm j}\hspace{0.05cm}\cdot \hspace{0.05cm} 270^{ \circ}}= 4 \cdot {\rm e}^{-{\rm j}\hspace{0.05cm}\cdot \hspace{0.05cm} 90^{ \circ}}=-4 \cdot {\rm j}.\]
  • Accordingly, the following applies to the square of  \(z_3\):
\[z_3^2 = (-{\rm j})^2 = -1.\]
  • Thus  \(x_4 =\underline{ –1}\)  and  \(y_4 = \underline{–4}.\)


(3)  By applying the division rule one obtains: 

\[z_5 = {1}/{z_2} = \frac{1}{2 \cdot{\rm e}^{{\rm j}\hspace{0.05cm}\cdot \hspace{0.05cm} 135^{ \circ}}}= 0.5 \cdot{\rm e}^{-{\rm j}\hspace{0.05cm}\cdot \hspace{0.05cm} 135^{ \circ}} = 0.5 \cdot \big[ \cos (- 135^{ \circ}) + {\rm j} \cdot \sin (- 135^{ \circ})\big]\]
\[\Rightarrow \ x_5 = - {\sqrt{2}}/{4}\hspace{0.15cm}\underline{= -0.354},\hspace{0.5cm} y_5 = x_5 \hspace{0.15cm}\underline{= -0.354}.\]


(4)  The given relation for  \(z_6\)  can be transformed as follows:  \(z_6^2 = {z_3} = {\rm e}^{-{\rm j}\hspace{0.05cm}\cdot \hspace{0.05cm} 90^{ \circ}}.\)

  • We can see that there are two possibilities for  \(z_6\)  that satisfy this equation:  
\[z_6 \hspace{0.1cm}{\rm (1.\hspace{0.1cm} solution)}\hspace{0.1cm} = \frac{z_2}{2} = 1 \cdot {\rm e}^{{\rm j} \hspace{0.05cm}\cdot \hspace{0.05cm}135^{ \circ}} \hspace{0.2cm}\Rightarrow \hspace{0.2cm} \phi_6 \hspace{0.15cm}\underline{= 135^{ \circ}}, \]
\[z_6 \hspace{0.1cm}{\rm (2.\hspace{0.1cm} solution)}\hspace{0.1cm} = {z_1} = 1 \cdot {\rm e}^{-{\rm j} \hspace{0.05cm}\cdot \hspace{0.05cm}45^{ \circ}} \hspace{0.2cm}\Rightarrow \hspace{0.2cm} \phi_6 \hspace{0.15cm}\underline{=-45^{ \circ}}.\]


(5)  The complex quantity  \(z_2\)  in real part/imaginary part representation is: 

\[z_2 = x_2 + {\rm j} \cdot y_2 = -\sqrt{2} + {\rm j} \cdot\sqrt{2}.\]
  • This results in the following for the complex exponential function:
\[z_7 = {\rm e}^{-\sqrt{2} + {\rm j}\hspace{0.05cm}\cdot \hspace{0.05cm}\sqrt{2}}= {\rm e}^{-\sqrt{2} } \cdot \big[ \cos (\sqrt{2}) + {\rm j} \cdot \sin (\sqrt{2})\big].\]
  • Thus with  \({\rm e}^{-\sqrt{2} } = 0.243, \hspace{0.4cm} \cos (\sqrt{2}) = 0.156, \hspace{0.4cm} \sin (\sqrt{2}) = 0.988\)  one obtains: 
\[z_7 = 0.243 \cdot \left( 0.156 + {\rm j} \cdot 0.988\right) \hspace{0.15cm}\underline{= 0.038 + {\rm j} \cdot 0.24}.\]


(6)  Starting from the result of subtask  (4)  one obtains for \(z_8\): 

\[z_8 = {\rm e}^{-\sqrt{2} } \cdot \big[ \cos (\sqrt{2}) + {\rm j} \cdot \sin (\sqrt{2}) + \cos (\sqrt{2}) - {\rm j} \cdot \sin (\sqrt{2})\big] = 2 \cdot {\rm e}^{-\sqrt{2} } \cdot \cos (\sqrt{2}) = 2 \cdot x_7 \hspace{0.5cm}\Rightarrow \hspace{0.5cm} x_8 \hspace{0.15cm}\underline{= 0.076}, \hspace{0.4cm}y_8\hspace{0.15cm}\underline{ = 0}.\]