Difference between revisions of "Aufgaben:Exercise 4.2: Rectangular Spectra"

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{{quiz-Header|Buchseite=*Buch*/*Kapitel*
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{{quiz-Header|Buchseite=Signal_Representation/Differences_and_Similarities_of_Low-Pass_and_Band-Pass_Signals
 
}}
 
}}
  
[[File:*|250px|right|*]]
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[[File:P_ID695__Sig_A_4_2_neu.png|250px|right|frame|Given low&ndash;pass and band-pass spectra]]
 +
We consider two signals&nbsp; $u(t)$&nbsp; and&nbsp; $w(t)$&nbsp; with rectangular spectra&nbsp; $U(f)$&nbsp; and&nbsp; $W(f)$ respectively.
 +
*It is obvious that
 +
 +
:$$u(t)  =  u_0  \cdot {\rm si} ( \pi \cdot {t}/{T_{ u}})$$
  
 +
:is a low-pass signal whose two parameters&nbsp; $u_0$&nbsp; and&nbsp; $T_u$&nbsp; are to be determined in subtask&nbsp; '''(1)'''&nbsp;.
 +
*In contrast, the spectrum&nbsp; $W(f)$ shows that&nbsp; $w(t)$&nbsp; describes a band-pass signal.
  
===Fragebogen===
 
  
<quiz display=simple>
+
This task also refers to the band-pass signal
{Multiple-Choice Frage
+
|type="[]"}
+
:$$d(t)  =   10 \hspace{0.05cm}{\rm V} \cdot {\rm si} ( 5 \pi f_2 \hspace{0.05cm}t)
- Falsch
+
- 6 \hspace{0.05cm}{\rm V} \cdot {\rm si} ( 3 \pi f_2\hspace{0.05cm} t)$$
+ Richtig
+
 
 +
whose spectrum was determined in &nbsp;[[Aufgaben:Exercise_4.1Z:_High-Pass_System|Exercise 4.1Z]]&nbsp;. Let&nbsp; $f_2 = 2 \ \rm kHz.$
 +
 
 +
 
 +
 
 +
 
 +
 
 +
 
 +
 
 +
''Hints:''
 +
*This exercise belongs to the chapter&nbsp; [[Signal_Representation/Differences_and_Similarities_of_Low-Pass_and_Band-Pass_Signals|Differences and Similarities of Low-Pass and Band-Pass Signals]].
 +
*In this task, the function&nbsp; $\rm si(x) = \rm sin(x)/x = \rm sinc(x/π)$&nbsp; is used.
 +
 
 +
*Consider the following trigonometric relationship in the solution:
 +
 
 +
:$$\sin (\alpha) \cdot \cos (\beta)  =  {1}/{2} \cdot \big[ \sin
 +
(\alpha + \beta)+ \sin (\alpha - \beta)\big].$$
 +
 
  
 +
===Questions===
  
{Input-Box Frage
+
<quiz display=simple>
 +
{What are the parameter values&nbsp; $u_0$&nbsp; and&nbsp; $T_u$&nbsp; of the low-pass signal?
 
|type="{}"}
 
|type="{}"}
<math> \alpha = </math> { 0.3 _5 }
+
$u_0\ = \ $  { 2 3% }  &nbsp;$\text{V}$
 +
$T_u\ = \ $  { 0.5 3% } &nbsp;$\text{ms}$
  
 +
{Calculate the band-pass signal&nbsp; $w(t)$.&nbsp; What are the signal values at&nbsp; $t = 0$&nbsp; and&nbsp; $t = 62.5 \, {\rm &micro;}\text{s}$?
 +
|type="{}"}
 +
$w(t=0)\ = \ $ { 4 3% } &nbsp;$\text{V}$
 +
$w(t=62.5 \,{\rm &micro;}  \text{s})\ = \ $ { 0. } &nbsp;$\text{V}$
  
 +
{Which statements are true regarding the band-pass signals&nbsp; $d(t)$&nbsp; and&nbsp; $w(t)$&nbsp;?&nbsp; Justify your result in the time domain.
 +
|type="()"}
 +
+ The signals&nbsp; $d(t)$&nbsp; and&nbsp; $w(t)$&nbsp; are identical.
 +
- $d(t)$&nbsp; and&nbsp; $w(t)$&nbsp; differ by a constant factor.
 +
- $d(t)$&nbsp; und&nbsp; $w(t)$&nbsp; have different shapes.
  
 
</quiz>
 
</quiz>
  
===Musterlösung===
+
 
 +
===Solution===
 +
 
 
{{ML-Kopf}}
 
{{ML-Kopf}}
'''1.'''  Antwort 1
+
 
 +
'''(1)'''&nbsp;  The time&nbsp; $T_u$ &nbsp; &rArr; &nbsp; first zero of the low-pass signal&nbsp; $u(t)$&nbsp; &ndash; is equal to the reciprocal of the width of the rectangular spectrum, i.e. &nbsp; $1/(2\, \text{kHz} ) \hspace{0.15 cm}\underline{= 0.5 \, \text{ms}}$.
 +
*The pulse amplitude is equal to the rectangular area as shown in the sample solution for&nbsp; [[Aufgaben:Aufgabe_4.1:_Tiefpass-_und_Bandpass-Signale|Exercise 4.1]]&nbsp;.&nbsp; From this follows&nbsp; $u_0\hspace{0.15 cm}\underline{= 2 \, \text{V}}$.
 +
 
 +
 
 +
 
 +
[[File:P_ID704__Sig_A_4_2_b_neu.png|250px|right|frame|Multiplication with a cosine function]]
 +
'''(2)'''&nbsp;  The band-pass spectrum can be represented with&nbsp; $f_{\rm T} = 4\, \text{kHz}$&nbsp; as follows:
 +
 +
:$$ W(f)  = U(f- f_{\rm T}) + U(f+ f_{\rm T}) =  U(f)\star \left[
 +
\delta(f- f_{\rm T})+ \delta(f+ f_{\rm T})\right].$$
 +
 
 +
According to the&nbsp; [[Signal_Representation/Fourier_Transform_Theorems#Shifting_Theorem|Shifting Theorem]],&nbsp; the following then applies to the associated time signal:
 +
 +
:$$w(t) = 2 \cdot u(t) \cdot {\cos} ( 2 \pi f_{\rm T} t) =  2 u_0
 +
\cdot {\rm si} ( \pi {t}/{T_{\rm u}})\cdot {\cos} ( 2 \pi f_{\rm T} t). $$
 +
 
 +
The graph shows
 +
*above the low&ndash;pass signal $u(t)$,
 +
*then the oscillation $c(t) = 2 · \cos(2 \pi f_{\rm T}t$ ),
 +
*below the band-pass signal&nbsp; $w(t) = u(t) \cdot c(t)$.
 +
 
 +
 
 +
In particular, at time&nbsp; $t = 0$ one obtains:
 +
 +
:$$w(t = 0) =  2 \cdot u_0 \hspace{0.15 cm}\underline{= 4 \hspace{0.05cm}{\rm V}}.$$
 +
 
 +
The time&nbsp; $t=62.5 \,{\rm &micro;} \text{s}$&nbsp; corresponds exactly to a quarter of the period of the signal&nbsp; $c(t)$:
 +
 +
:$$ w(t = 62.5 \hspace{0.05cm}{\rm &micro; s})  =  2 u_0 \cdot  {\rm si} ( \pi \cdot \frac{62.5 \hspace{0.05cm}{\rm &micro;  s}}
 +
{500 \hspace{0.05cm}{\rm &micro;  s}})
 +
\cdot {\cos} ( 2 \pi \cdot 4\hspace{0.05cm}{\rm kHz}\cdot
 +
62.5 \hspace{0.05cm}{\rm &micro;  s}) $$
 +
:$$ \Rightarrow  \hspace{0.3cm}w(t =   
 +
4\hspace{0.05cm}{\rm V}\cdot{\rm si} ( {\pi}/{8}) \cdot \cos ( {\pi}/{4})\hspace{0.15 cm}\underline{ = 0}.$$
 +
 
 +
 
 +
 
 +
'''(3)'''&nbsp;  Proposed <u>solution 1 is correct</u>:
 +
*If we compare the spectral function&nbsp; $W(f)$&nbsp; of this task with the spectrum&nbsp; $D(f)$&nbsp; in the sample solution to&nbsp;  [[Aufgaben:Exercise_4.1:_Low-Pass_and_Band-Pass_Signals|Exercise 4.1]], we see that&nbsp; $w(t)$&nbsp; and&nbsp; $d(t)$&nbsp; are identical.
 +
*This proof is somewhat more complex in the time domain.&nbsp; With&nbsp; $f_2 = 2 \,\text{kHz}$&nbsp; can be written for the signal considered here:
 +
 +
:$$w(t )  =  4\hspace{0.05cm}{\rm V}
 +
\cdot {\rm si} ( \pi f_2 t)
 +
\cdot {\cos} ( 4 \pi f_2 t)  =
 +
({4\hspace{0.05cm}{\rm V}})/({\pi f_2 t})\cdot \sin (\pi f_2 t) \cdot \cos ( 4 \pi f_2 t) .$$
 +
 
 +
*Because of the trigonometric relationship
 +
 +
:$$\sin (\alpha) \cdot \cos (\beta)  =  {1}/{2} \cdot \big[ \sin
 +
(\alpha + \beta)+ \sin (\alpha - \beta)\big]$$
 +
 
 +
:the above equation can be transformed:
 +
 +
:$$w(t )  =
 +
\frac{2\hspace{0.05cm}{\rm V}}{\pi f_2 t}\cdot \big [\sin (5\pi f_2 t) + \sin (-3\pi f_2 t)\big ]
 +
= 10\hspace{0.05cm}{\rm V} \cdot \frac{\sin (5\pi f_2 t)}{5\pi f_2 t}-
 +
6\hspace{0.05cm}{\rm V} \cdot \frac{\sin (3\pi f_2 t)}{3\pi f_2 t}.$$
 +
 
 +
*This shows that both signals are actually identical  &nbsp; ⇒  &nbsp; Proposed solution 1:
 +
 +
:$$w(t)  =  10 \hspace{0.05cm}{\rm V} \cdot {\rm si} ( 5 \pi f_2 t)
 +
- 6 \hspace{0.05cm}{\rm V} \cdot {\rm si} ( 3 \pi f_2 t) = d(t).$$
 
{{ML-Fuß}}
 
{{ML-Fuß}}
  
 
__NOEDITSECTION__
 
__NOEDITSECTION__
[[Category:Aufgaben zu Signaldarstellung|^4. Bandpassartige Signale^]]
+
[[Category:Signal Representation: Exercises|^4.1 Differences between Low-Pass and Band-Pass^]]

Latest revision as of 14:49, 5 May 2021

Given low–pass and band-pass spectra

We consider two signals  $u(t)$  and  $w(t)$  with rectangular spectra  $U(f)$  and  $W(f)$ respectively.

  • It is obvious that
$$u(t) = u_0 \cdot {\rm si} ( \pi \cdot {t}/{T_{ u}})$$
is a low-pass signal whose two parameters  $u_0$  and  $T_u$  are to be determined in subtask  (1) .
  • In contrast, the spectrum  $W(f)$ shows that  $w(t)$  describes a band-pass signal.


This task also refers to the band-pass signal

$$d(t) = 10 \hspace{0.05cm}{\rm V} \cdot {\rm si} ( 5 \pi f_2 \hspace{0.05cm}t) - 6 \hspace{0.05cm}{\rm V} \cdot {\rm si} ( 3 \pi f_2\hspace{0.05cm} t)$$

whose spectrum was determined in  Exercise 4.1Z . Let  $f_2 = 2 \ \rm kHz.$




Hints:

  • Consider the following trigonometric relationship in the solution:
$$\sin (\alpha) \cdot \cos (\beta) = {1}/{2} \cdot \big[ \sin (\alpha + \beta)+ \sin (\alpha - \beta)\big].$$


Questions

1

What are the parameter values  $u_0$  and  $T_u$  of the low-pass signal?

$u_0\ = \ $

 $\text{V}$
$T_u\ = \ $

 $\text{ms}$

2

Calculate the band-pass signal  $w(t)$.  What are the signal values at  $t = 0$  and  $t = 62.5 \, {\rm µ}\text{s}$?

$w(t=0)\ = \ $

 $\text{V}$
$w(t=62.5 \,{\rm µ} \text{s})\ = \ $

 $\text{V}$

3

Which statements are true regarding the band-pass signals  $d(t)$  and  $w(t)$ ?  Justify your result in the time domain.

The signals  $d(t)$  and  $w(t)$  are identical.
$d(t)$  and  $w(t)$  differ by a constant factor.
$d(t)$  und  $w(t)$  have different shapes.


Solution

(1)  The time  $T_u$   ⇒   first zero of the low-pass signal  $u(t)$  – is equal to the reciprocal of the width of the rectangular spectrum, i.e.   $1/(2\, \text{kHz} ) \hspace{0.15 cm}\underline{= 0.5 \, \text{ms}}$.

  • The pulse amplitude is equal to the rectangular area as shown in the sample solution for  Exercise 4.1 .  From this follows  $u_0\hspace{0.15 cm}\underline{= 2 \, \text{V}}$.


Multiplication with a cosine function

(2)  The band-pass spectrum can be represented with  $f_{\rm T} = 4\, \text{kHz}$  as follows:

$$ W(f) = U(f- f_{\rm T}) + U(f+ f_{\rm T}) = U(f)\star \left[ \delta(f- f_{\rm T})+ \delta(f+ f_{\rm T})\right].$$

According to the  Shifting Theorem,  the following then applies to the associated time signal:

$$w(t) = 2 \cdot u(t) \cdot {\cos} ( 2 \pi f_{\rm T} t) = 2 u_0 \cdot {\rm si} ( \pi {t}/{T_{\rm u}})\cdot {\cos} ( 2 \pi f_{\rm T} t). $$

The graph shows

  • above the low–pass signal $u(t)$,
  • then the oscillation $c(t) = 2 · \cos(2 \pi f_{\rm T}t$ ),
  • below the band-pass signal  $w(t) = u(t) \cdot c(t)$.


In particular, at time  $t = 0$ one obtains:

$$w(t = 0) = 2 \cdot u_0 \hspace{0.15 cm}\underline{= 4 \hspace{0.05cm}{\rm V}}.$$

The time  $t=62.5 \,{\rm µ} \text{s}$  corresponds exactly to a quarter of the period of the signal  $c(t)$:

$$ w(t = 62.5 \hspace{0.05cm}{\rm µ s}) = 2 u_0 \cdot {\rm si} ( \pi \cdot \frac{62.5 \hspace{0.05cm}{\rm µ s}} {500 \hspace{0.05cm}{\rm µ s}}) \cdot {\cos} ( 2 \pi \cdot 4\hspace{0.05cm}{\rm kHz}\cdot 62.5 \hspace{0.05cm}{\rm µ s}) $$
$$ \Rightarrow \hspace{0.3cm}w(t = 4\hspace{0.05cm}{\rm V}\cdot{\rm si} ( {\pi}/{8}) \cdot \cos ( {\pi}/{4})\hspace{0.15 cm}\underline{ = 0}.$$


(3)  Proposed solution 1 is correct:

  • If we compare the spectral function  $W(f)$  of this task with the spectrum  $D(f)$  in the sample solution to  Exercise 4.1, we see that  $w(t)$  and  $d(t)$  are identical.
  • This proof is somewhat more complex in the time domain.  With  $f_2 = 2 \,\text{kHz}$  can be written for the signal considered here:
$$w(t ) = 4\hspace{0.05cm}{\rm V} \cdot {\rm si} ( \pi f_2 t) \cdot {\cos} ( 4 \pi f_2 t) = ({4\hspace{0.05cm}{\rm V}})/({\pi f_2 t})\cdot \sin (\pi f_2 t) \cdot \cos ( 4 \pi f_2 t) .$$
  • Because of the trigonometric relationship
$$\sin (\alpha) \cdot \cos (\beta) = {1}/{2} \cdot \big[ \sin (\alpha + \beta)+ \sin (\alpha - \beta)\big]$$
the above equation can be transformed:
$$w(t ) = \frac{2\hspace{0.05cm}{\rm V}}{\pi f_2 t}\cdot \big [\sin (5\pi f_2 t) + \sin (-3\pi f_2 t)\big ] = 10\hspace{0.05cm}{\rm V} \cdot \frac{\sin (5\pi f_2 t)}{5\pi f_2 t}- 6\hspace{0.05cm}{\rm V} \cdot \frac{\sin (3\pi f_2 t)}{3\pi f_2 t}.$$
  • This shows that both signals are actually identical   ⇒   Proposed solution 1:
$$w(t) = 10 \hspace{0.05cm}{\rm V} \cdot {\rm si} ( 5 \pi f_2 t) - 6 \hspace{0.05cm}{\rm V} \cdot {\rm si} ( 3 \pi f_2 t) = d(t).$$