Difference between revisions of "Aufgaben:Exercise 3.3Z: Rectangular Pulse and Dirac Delta"

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[[File:P_ID507__Sig_Z_3_3.png|right|frame|Verschiedene Rechteckimpulse]]
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[[File:P_ID507__Sig_Z_3_3.png|right|frame|Various rectangular pulses]]
We consider here a multitude of symmetrical rectangular functions  $x_k(t)$. The individual rectangles differ in amplitudes (heights)
+
We consider here a multitude of symmetrical rectangular functions  $x_k(t)$.  The individual rectangles differ in amplitudes (heights)
 
:$$A_k  = k \cdot A$$
 
:$$A_k  = k \cdot A$$
 
and different pulse durations (widths)
 
and different pulse durations (widths)
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''Hints:''  
 
''Hints:''  
*This exercise belongs to the chapter  [[Signal_Representation/Special_Cases_of_Impulse_Signals|Special Cases of Impulse Signals]].
+
*This task belongs to the chapter  [[Signal_Representation/Special_Cases_of_Pulses|Special Cases of Pulses]].
 +
*Use one of the functions  $\text{si}(x) = \sin(x)/x$  or  $\text{sinc}(x) = \sin(\pi x)/(\pi x)$.  
 
   
 
   
*You can check your results using the two interactive applets  [[Applets:Impulse_und_Spektren|Impulses and Spectra]]  sowie   [[Applets:Frequenzgang_und_Impulsantwort|Frequenzgang und Impulsantwort]] .
+
*You can check your results using the two interactive applets   
 +
:[[Applets:Pulses_and_Spectra|Pulses and Spectra]],
 +
:[[Applets:Frequency_%26_Impulse_Responses|Frequency & Impulse Responses]].
  
  
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<quiz display=simple>
 
<quiz display=simple>
{Which of the following statements are true regarding the spectrum&nbsp; $X_1(f)$&nbsp;?
+
{Which of the following statements are true regarding the spectrum&nbsp; $X_1(f)$?
 
|type="[]"}
 
|type="[]"}
 
+ The spectral value&nbsp; $X_1(f = 0)$&nbsp; is equal to&nbsp; $10^{–3} \,\text{V/Hz}$.
 
+ The spectral value&nbsp; $X_1(f = 0)$&nbsp; is equal to&nbsp; $10^{–3} \,\text{V/Hz}$.
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{Which of the following statements are true regarding the spectrum&nbsp; $X_2(f)$&nbsp; zu?
+
{Which of the following statements are true regarding the spectrum&nbsp; $X_2(f)$?
 
|type="[]"}
 
|type="[]"}
+ The spectral value&nbsp; $X_2(f = 0)$&nbsp; ist gleich&nbsp; $10^{–3} \,\text{V/Hz}$.
+
+ The spectral value is&nbsp; $X_2(f = 0)$&nbsp; is equal to&nbsp; $10^{–3} \,\text{V/Hz}$.
 
- $X_2(f)$&nbsp; has zeros at the interval of&nbsp; $2\, \text{kHz}$.
 
- $X_2(f)$&nbsp; has zeros at the interval of&nbsp; $2\, \text{kHz}$.
 
+ $X_2(f)$&nbsp; has zeros at the interval of&nbsp; $4 \,\text{kHz}$.
 
+ $X_2(f)$&nbsp; has zeros at the interval of&nbsp; $4 \,\text{kHz}$.
  
  
{Let&nbsp; $k = 10$. Calculate the frequency&nbsp; $f_{10}$&nbsp; of the first zero and the spectral value at&nbsp; $f = 2 \,\text{kHz}$.
+
{Let&nbsp; $k = 10$.&nbsp; Calculate the frequency&nbsp; $f_{10}$&nbsp; of the first zero and the spectral value at&nbsp; $f = 2 \,\text{kHz}$.
 
|type="{}"}
 
|type="{}"}
 
$f_{10} \ = \ ${ 20 3% } &nbsp;$\text{kHz}$
 
$f_{10} \ = \ ${ 20 3% } &nbsp;$\text{kHz}$
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{What is the spectral value at&nbsp; bei $f = 2 \,\text{kHz}$&nbsp; in the limiting case&nbsp; $k \rightarrow \infty$? Interpret the result.
+
{What is the spectral value at&nbsp; $f = 2 \,\text{kHz}$&nbsp; in the limiting case&nbsp; $k \rightarrow \infty$?&nbsp; Interpret the result.
 
|type="{}"}
 
|type="{}"}
 
$X_{\infty}(f = 2 \,\text{kHz})\ = \ $ { 1 3% } &nbsp;$\text{mV/Hz}$
 
$X_{\infty}(f = 2 \,\text{kHz})\ = \ $ { 1 3% } &nbsp;$\text{mV/Hz}$
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===Solutions===
 
===Solutions===
 
{{ML-Kopf}}
 
{{ML-Kopf}}
'''(1)'''&nbsp;  Proposed <u>solutions 1 and 2</u> are correct:
+
'''(1)'''&nbsp;  The <u>proposed solutions 1 and 2</u> are correct:
 
*The spectral value at frequency&nbsp; $f = 0$&nbsp; is always equal to the area under the time function according to&nbsp; [[Signal_Representation/Fourier_Transform_and_Its_Inverse#The_First_Fourier_Integral|the first Fourier integral]]&nbsp;:
 
*The spectral value at frequency&nbsp; $f = 0$&nbsp; is always equal to the area under the time function according to&nbsp; [[Signal_Representation/Fourier_Transform_and_Its_Inverse#The_First_Fourier_Integral|the first Fourier integral]]&nbsp;:
 
:$$X( f ) = \int_{ - \infty }^{ + \infty } {x( t )}  \cdot {\rm{e}}^{ - {\rm{j2\pi }}ft} \hspace{0.1cm} {\rm d}t \hspace{0.5cm} \Rightarrow \hspace{0.5cm} \;X( {f = 0} ) = \int_{ - \infty }^{ + \infty } {x( t )}\hspace{0.1cm}  {\rm d}t.$$
 
:$$X( f ) = \int_{ - \infty }^{ + \infty } {x( t )}  \cdot {\rm{e}}^{ - {\rm{j2\pi }}ft} \hspace{0.1cm} {\rm d}t \hspace{0.5cm} \Rightarrow \hspace{0.5cm} \;X( {f = 0} ) = \int_{ - \infty }^{ + \infty } {x( t )}\hspace{0.1cm}  {\rm d}t.$$
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'''(2)'''&nbsp;  Proposed <u>solutions 1 and 3</u> are correct:
+
'''(2)'''&nbsp;  The <u>proposed solutions 1 and 3</u> are correct:
 
*Due to equal pulse areas, the spectral value is not changed at the frequency&nbsp; $f = 0$&nbsp;.
 
*Due to equal pulse areas, the spectral value is not changed at the frequency&nbsp; $f = 0$&nbsp;.
*The equidistant zero crossings now occur at the interval&nbsp; $f_2 = 1/T_2 = 4 \,\text{kHz}$&nbsp; auf.  
+
*The equidistant zero crossings now occur at the interval&nbsp; $f_2 = 1/T_2 = 4 \,\text{kHz}$.  
  
  
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&nbsp;
 
&nbsp;
'''(4)'''&nbsp;  In the limiting case&nbsp; $k \rightarrow \infty$&nbsp; the then infinitely high and infinitely narrow&nbsp; [[Signal_Representation/Special_Cases_of_Impulse_Signals#Rectangular_Impulse|Rectangular impulse]]&nbsp; changes into the&nbsp; [[Signal_Representation/Special_Cases_of_Impulse_Signals#Dirac_Delta_Impulse|Dirac Delta impulse]]&nbsp;.  
+
'''(4)'''&nbsp;  In the limiting case&nbsp; $k \rightarrow \infty$&nbsp; the then infinitely high and infinitely narrow&nbsp; [[Signal_Representation/Special_Cases_of_Pulses#Rectangular_pulse|Rectangular pulse]]&nbsp; changes into the&nbsp; [[Signal_Representation/Special_Cases_of_Pulses#Dirac_.28delta.29_impulse|Dirac delta impulse]].  
 
*Its spectrum is constant for all frequencies.
 
*Its spectrum is constant for all frequencies.
*Thus the spectral value&nbsp; $X_{\infty}(f = 2 \,\text{kHz})\hspace{0.15 cm}\underline{=1 \text{ mV/Hz}}$ also applies at the frequency &nbsp; $f = 2 \,\text{kHz}$&nbsp;.
+
*Thus the spectral value&nbsp; $X_{\infty}(f = 2 \,\text{kHz})\hspace{0.15 cm}\underline{=1 \text{ mV/Hz}}$&nbsp; also applies at the frequency &nbsp; $f = 2 \,\text{kHz}$&nbsp;.
 
{{ML-Fuß}}
 
{{ML-Fuß}}
  
  
 
__NOEDITSECTION__
 
__NOEDITSECTION__
[[Category:Signal Representation: Exercises|^3.2 Special Cases of Impulse Signals^]]
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[[Category:Signal Representation: Exercises|^3.2 Special Cases of Pulses^]]

Latest revision as of 17:42, 25 May 2021

Various rectangular pulses

We consider here a multitude of symmetrical rectangular functions  $x_k(t)$.  The individual rectangles differ in amplitudes (heights)

$$A_k = k \cdot A$$

and different pulse durations (widths)

$$T_k = T/k.$$

Let  $k$  be any positive value.

  • The rectangular pulse  $x_1(t)$  shown in red has the amplitude   $A_1 = {A} = 2 \,\text{V}$  and the duration  $T_1 = {T} = 500 \,µ\text{s}$.
  • The pulse  $x_2(t)$ shown in blue is half as wide  ⇒   $T_2 =250 \,µ\text{s}$, but twice as high   ⇒   $A_2 = 4 \text{ V}$.





Hints:

  • This task belongs to the chapter  Special Cases of Pulses.
  • Use one of the functions  $\text{si}(x) = \sin(x)/x$  or  $\text{sinc}(x) = \sin(\pi x)/(\pi x)$.
  • You can check your results using the two interactive applets 
Pulses and Spectra,
Frequency & Impulse Responses.



Questions

1

Which of the following statements are true regarding the spectrum  $X_1(f)$?

The spectral value  $X_1(f = 0)$  is equal to  $10^{–3} \,\text{V/Hz}$.
$X_1(f)$  has zeros at the interval of  $2 \,\text{kHz}$.
$X_1(f)$  has zeros at the interval of  $4 \,\text{kHz}$.

2

Which of the following statements are true regarding the spectrum  $X_2(f)$?

The spectral value is  $X_2(f = 0)$  is equal to  $10^{–3} \,\text{V/Hz}$.
$X_2(f)$  has zeros at the interval of  $2\, \text{kHz}$.
$X_2(f)$  has zeros at the interval of  $4 \,\text{kHz}$.

3

Let  $k = 10$.  Calculate the frequency  $f_{10}$  of the first zero and the spectral value at  $f = 2 \,\text{kHz}$.

$f_{10} \ = \ $

 $\text{kHz}$
$X_{10}(f = 2 \text{kHz})\ = \ $

 $\text{mV/Hz}$

4

What is the spectral value at  $f = 2 \,\text{kHz}$  in the limiting case  $k \rightarrow \infty$?  Interpret the result.

$X_{\infty}(f = 2 \,\text{kHz})\ = \ $

 $\text{mV/Hz}$


Solutions

(1)  The proposed solutions 1 and 2 are correct:

  • The spectral value at frequency  $f = 0$  is always equal to the area under the time function according to  the first Fourier integral :
$$X( f ) = \int_{ - \infty }^{ + \infty } {x( t )} \cdot {\rm{e}}^{ - {\rm{j2\pi }}ft} \hspace{0.1cm} {\rm d}t \hspace{0.5cm} \Rightarrow \hspace{0.5cm} \;X( {f = 0} ) = \int_{ - \infty }^{ + \infty } {x( t )}\hspace{0.1cm} {\rm d}t.$$
  • In the present case, the pulse area is always  $A \cdot T = 10^{–3} \,\text{Vs} = 1\, \text{mV/Hz}$.
  • Because of  $T_1 = 500 \,µ\text{s}$  the spectrum  $X_1(f)$  has zero crossings at the interval  $f_1 = 1/T_1 = 2 \,\text{kHz}$ .


(2)  The proposed solutions 1 and 3 are correct:

  • Due to equal pulse areas, the spectral value is not changed at the frequency  $f = 0$ .
  • The equidistant zero crossings now occur at the interval  $f_2 = 1/T_2 = 4 \,\text{kHz}$.


(3)  Zero crossings occur at multiples of  $f_{10} = 1/T_{10} = 20 \,\text{kHz}$, and the spectral function is:

$$X_{10} ( f ) = X_0 \cdot {\mathop{\rm si}\nolimits} ( {{\rm{\pi }}f/f_{10} } ).$$
  • At frequency  $f = 2 \,\text{kHz}$   the argument of the  $\rm si$-function is equal to  $\pi/10$  $($or  $18^{\circ})$:
$$X_{10} ( {f = 2\;{\rm{kHz}}}) = 10^{ - 3} \;{\rm{V/Hz}} \cdot \frac{{\sin ( {18^\circ } )}}{{{\rm{\pi /10}}}} \hspace{0.15 cm}\underline{= 0.984 \;{\rm{mV/Hz}}}{\rm{.}}$$

  (4)  In the limiting case  $k \rightarrow \infty$  the then infinitely high and infinitely narrow  Rectangular pulse  changes into the  Dirac delta impulse.

  • Its spectrum is constant for all frequencies.
  • Thus the spectral value  $X_{\infty}(f = 2 \,\text{kHz})\hspace{0.15 cm}\underline{=1 \text{ mV/Hz}}$  also applies at the frequency   $f = 2 \,\text{kHz}$ .