Difference between revisions of "Aufgaben:Exercise 1.2Z: Puls Code Modulation"

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{{quiz-Header|Buchseite=Signaldarstellung/Prinzip der Nachrichtenübertragung}}
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{{quiz-Header|Buchseite=Signal_Representation/Signal_classification}}
  
  
[[File:EN_Sig_Z_1_2.png|right|frame|Components of pulse code modulation]]
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[[File:EN_Sig_Z_1_2.png|right|frame|PCM components]]
All modern communication systems are digital. The principle of digital transmission of speech signals goes back to  [https://de.wikipedia.org/wiki/Alec_Reeves Alec Reeves] , who invented the so-called  ''Pulscodemodulation''  ('''PCM''')  already at 1938.
+
All modern communication systems are digital.  The principle of digital transmission of speech signals goes back to  [https://en.wikipedia.org/wiki/Alec_Reeves Alec Reeves],  who invented the so-called  "Puls Code Modulation"  $\rm (PCM)$  as early as 1938.
  
 
On the right you see the (simplified) block diagram of the PCM transmitter with three functional units:
 
On the right you see the (simplified) block diagram of the PCM transmitter with three functional units:
*The band-limited speech signal  ${q(t)}$  is sampled, where the  [[Signal_Representation/Time_Discrete_Signal_Representation#Das_Abtasttheorem|Abtasttheorem]]  is observed, and yields the sampled signal  $q_{\rm A}(t)$.
+
*The band-limited speech signal  ${q(t)}$  is sampled, where the  [[Signal_Representation/Time_Discrete_Signal_Representation#The_Sampling_Theorem|Sampling Theorem]]  is observed, and yields the sampled signal  $q_{\rm A}(t)$.
* Each sample  $q_{\rm A}(t)$  is mapped to one of  $M = 2^N$  and results in the quantized signal  $q_{\rm Q}(t)$.
+
* Each sample  $q_{\rm A}(t)$  is mapped to one of  $M = 2^N$  results in the quantized signal  $q_{\rm Q}(t)$.
 
* Each individual quantized value is represented by a code sequence of  $N$  binary symbols and results in the coded signal  $q_{\rm C}(t)$.
 
* Each individual quantized value is represented by a code sequence of  $N$  binary symbols and results in the coded signal  $q_{\rm C}(t)$.
  
  
In this task only the different signals of the PCM transmitter are to be classified. Later tasks will deal with other properties of pulse code modulation.
+
In this task only the different signals of the PCM transmitter are to be classified.&nbsp; <br>Later tasks will deal with other properties of the puls code modulation.
  
  
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''Notes:'' &nbsp; This task belongs to the chapter&nbsp; [[Signal_Representation/Signal_classification|Klassifizierung von Signalen]].
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''Note:'' &nbsp; This task belongs to the chapter&nbsp; [[Signal_Representation/Signal_classification|Signal classification]].
  
  
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+ In normal operation&nbsp; ${q(t)}$&nbsp; is a stochastic signal.
 
+ In normal operation&nbsp; ${q(t)}$&nbsp; is a stochastic signal.
 
+ A deterministic source signal is only useful in test operation or for theoretical investigations.
 
+ A deterministic source signal is only useful in test operation or for theoretical investigations.
- ${q(t)}$&nbsp; is a time-discrete signal.
+
- ${q(t)}$&nbsp; is a discrete-time signal.
+ ${q(t)}$&nbsp; is a continuous value signal.
+
+ ${q(t)}$&nbsp; is a continuous-valued signal.
  
  
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|type="[]"}
 
|type="[]"}
 
- $q_{\rm A}(t)$&nbsp; is a discrete-valued signal.
 
- $q_{\rm A}(t)$&nbsp; is a discrete-valued signal.
+ $q_{\rm A}(t)$&nbsp; is a time-discrete signal.
+
+ $q_{\rm A}(t)$&nbsp; is a discrete-time signal.
+ The higher the maximum frequency of the message signal, the higher the sampling rate must be selected.
+
+ The higher the maximum frequency of the source signal, the higher the sampling rate must be selected.
  
  
 
{Which statements are true for the quantized signal&nbsp; $q_{\rm Q}(t)$&nbsp; if&nbsp; $N = 8$&nbsp; is taken as a base?
 
{Which statements are true for the quantized signal&nbsp; $q_{\rm Q}(t)$&nbsp; if&nbsp; $N = 8$&nbsp; is taken as a base?
 
|type="[]"}
 
|type="[]"}
+ $q_{\rm Q}(t)$&nbsp; is a time-discrete signal.
+
+ $q_{\rm Q}(t)$&nbsp; is a discrete-time signal.
- $q_{\rm Q}(t)$&nbsp; is a discrete-valued with signal&nbsp; $M = 8$&nbsp; possible values.
+
- $q_{\rm Q}(t)$&nbsp; is a discrete-valued signal with&nbsp; $M = 8$&nbsp; possible values.
+ $q_{\rm Q}(t)$&nbsp; is a discrete-valued with signal&nbsp; $M = 256$&nbsp; possible values.
+
+ $q_{\rm Q}(t)$&nbsp; is a discrete-valued signal with&nbsp; $M = 256$&nbsp; possible values.
 
- $q_{\rm Q}(t)$&nbsp; is a binary signal.
 
- $q_{\rm Q}(t)$&nbsp; is a binary signal.
  
  
{Which statements are true for the coded signal&nbsp; $q_{\rm C}(t)$&nbsp; if&nbsp; $N = 8$&nbsp; is taken as a basis?
+
{Which statements are true for the coded signal&nbsp; $q_{\rm C}(t)$&nbsp; if&nbsp; $N = 8$&nbsp; is taken as a base?
 
|type="[]"}
 
|type="[]"}
+ $q_{\rm C}(t)$&nbsp; is a time-discrete signal.
+
+ $q_{\rm C}(t)$&nbsp; is a discrete-time signal.
- $q_{\rm C}(t)$&nbsp; is a discrete-valued  signal with&nbsp; $M = 8$&nbsp; possible values.
+
- $q_{\rm C}(t)$&nbsp; is a discrete-time signal with&nbsp; $M = 8$&nbsp; possible values.
 
+ $q_{\rm C}(t)$&nbsp; is a binary signal.
 
+ $q_{\rm C}(t)$&nbsp; is a binary signal.
 
- When sampling at distance&nbsp; $T_{\rm A}$&nbsp; the bit duration is&nbsp; $T_{\rm B} = T_{\rm A}$.
 
- When sampling at distance&nbsp; $T_{\rm A}$&nbsp; the bit duration is&nbsp; $T_{\rm B} = T_{\rm A}$.
+ For sampling at distance&nbsp; $T_{\rm A}$&nbsp; the bit duration is&nbsp; $T_{\rm B} = T_{\rm A}/8$.
+
+ When sampling at distance&nbsp; $T_{\rm A}$&nbsp; the bit duration is&nbsp; $T_{\rm B} = T_{\rm A}/8$.
  
  
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</quiz>
 
</quiz>
  
===Solutions===
+
===Solution===
 
{{ML-Kopf}}
 
{{ML-Kopf}}
 
'''(1)'''&nbsp;  Correct are the <u>solutions 1, 2 and 4</u>:
 
'''(1)'''&nbsp;  Correct are the <u>solutions 1, 2 and 4</u>:
*The source signal&nbsp; ${q(t)}$&nbsp; is analog, i.e. '' time- and value-continuous''.  
+
*The source signal&nbsp; ${q(t)}$&nbsp; is analog, i.e. "continuous in time and value".  
*Im Allgemeinen macht es keinen Sinn, ein deterministisches Signal zu übertragen.  
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*In general, it makes no sense to transmit a deterministic signal.  
*Für die mathematische Beschreibung eignet sich ein deterministisches Quellensignal &ndash; wie zum Beispiel ein periodisches Signal &ndash; besser als ein Zufallssignal.  
+
*For the mathematical description, a deterministic source signal &ndash; such as a periodic signal &ndash; is better suited than a random signal.  
*Deterministische Signale werden auch für den Testbetrieb herangezogen, um erkannte Fehlfunktionen rekonstruieren zu können.  
+
*Deterministic signals are also used for testing in order to be able to reconstruct detected errors.  
  
  
  
 
'''(2)'''&nbsp;  Correct are the <u>solution suggestions 2 and 3</u>:
 
'''(2)'''&nbsp;  Correct are the <u>solution suggestions 2 and 3</u>:
*The signal&nbsp; $q_{\rm A}(t)$&nbsp; after sampling is still&nbsp; ''value-continuous'', but now&nbsp; ''time-discrete''.  
+
*After sampling, the signal&nbsp; $q_{\rm A}(t)$&nbsp; is still&nbsp; continuous in value, but now also&nbsp;discrete in time.  
*The sampling frequency&nbsp; $f_{\rm A}$&nbsp; is given by the so-called&nbsp; ''sampling theorem''&nbsp;.  
+
*The sampling frequency&nbsp; $f_{\rm A}$&nbsp; is given by the so-called&nbsp; "Sampling Theorem".  
*The greater the maximum frequency&nbsp; $f_{\rm N,\,max}$&nbsp; of the message signal, the greater must&nbsp; $f_{\rm A} ≥ 2 \cdot f_{\rm N,\,max}$&nbsp; can be selected.
+
*The greater the maximum frequency&nbsp; $f_{\rm N,\,max}$&nbsp; of the source signal, the greater must&nbsp; $f_{\rm A} ≥ 2 \cdot f_{\rm N,\,max}$&nbsp; be selected.
  
  
  
 
'''(3)'''&nbsp;  Correct are the <u>solution suggestions 1 and 3</u>:
 
'''(3)'''&nbsp;  Correct are the <u>solution suggestions 1 and 3</u>:
*The quantized signal&nbsp; $q_{\rm Q}(t)$&nbsp; is time and value discrete, where the number of steps are&nbsp; $M = 2^8 = 256$&nbsp;  
+
*The quantized signal&nbsp; $q_{\rm Q}(t)$&nbsp; is discrete in time and value, where the number of levels are&nbsp; $M = 2^8 = 256$&nbsp;.
*A binary signal, on the other hand, is a discrete value signal with the number of steps&nbsp; $M = 2$.  
+
*A binary signal, on the other hand, is a discrete-valued signal with the level number&nbsp; $M = 2$.  
  
  
  
  
'''(4)'''&nbsp;  Correct here are the <u>solutions 1, 3 and 5</u>:
+
'''(4)'''&nbsp;  Correct are the <u>solutions 1, 3 and 5</u>:
 
*The coded signal&nbsp; $q_{\rm C}(t)$&nbsp; is binary&nbsp; $($level number&nbsp; $M = 2)$&nbsp; with bit duration&nbsp; $T_{\rm B} = T_{\rm A}/8$.  
 
*The coded signal&nbsp; $q_{\rm C}(t)$&nbsp; is binary&nbsp; $($level number&nbsp; $M = 2)$&nbsp; with bit duration&nbsp; $T_{\rm B} = T_{\rm A}/8$.  
 
{{ML-Fuß}}
 
{{ML-Fuß}}
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[[Category:Exercises for Signal Representation|^1.2 Signal Classification^]]
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[[Category:Signal Representation: Exercises|^1.2 Signal Classification^]]

Latest revision as of 09:42, 11 October 2021


PCM components

All modern communication systems are digital.  The principle of digital transmission of speech signals goes back to  Alec Reeves,  who invented the so-called  "Puls Code Modulation"  $\rm (PCM)$  as early as 1938.

On the right you see the (simplified) block diagram of the PCM transmitter with three functional units:

  • The band-limited speech signal  ${q(t)}$  is sampled, where the  Sampling Theorem  is observed, and yields the sampled signal  $q_{\rm A}(t)$.
  • Each sample  $q_{\rm A}(t)$  is mapped to one of  $M = 2^N$  results in the quantized signal  $q_{\rm Q}(t)$.
  • Each individual quantized value is represented by a code sequence of  $N$  binary symbols and results in the coded signal  $q_{\rm C}(t)$.


In this task only the different signals of the PCM transmitter are to be classified. 
Later tasks will deal with other properties of the puls code modulation.




Note:   This task belongs to the chapter  Signal classification.


Questions

1

Which of the statements are true for the source signal  ${q(t)}$ ?

In normal operation  ${q(t)}$  is a stochastic signal.
A deterministic source signal is only useful in test operation or for theoretical investigations.
${q(t)}$  is a discrete-time signal.
${q(t)}$  is a continuous-valued signal.

2

Which of the statements apply to the sampled signal  $q_{\rm A}(t)$ ?

$q_{\rm A}(t)$  is a discrete-valued signal.
$q_{\rm A}(t)$  is a discrete-time signal.
The higher the maximum frequency of the source signal, the higher the sampling rate must be selected.

3

Which statements are true for the quantized signal  $q_{\rm Q}(t)$  if  $N = 8$  is taken as a base?

$q_{\rm Q}(t)$  is a discrete-time signal.
$q_{\rm Q}(t)$  is a discrete-valued signal with  $M = 8$  possible values.
$q_{\rm Q}(t)$  is a discrete-valued signal with  $M = 256$  possible values.
$q_{\rm Q}(t)$  is a binary signal.

4

Which statements are true for the coded signal  $q_{\rm C}(t)$  if  $N = 8$  is taken as a base?

$q_{\rm C}(t)$  is a discrete-time signal.
$q_{\rm C}(t)$  is a discrete-time signal with  $M = 8$  possible values.
$q_{\rm C}(t)$  is a binary signal.
When sampling at distance  $T_{\rm A}$  the bit duration is  $T_{\rm B} = T_{\rm A}$.
When sampling at distance  $T_{\rm A}$  the bit duration is  $T_{\rm B} = T_{\rm A}/8$.


Solution

(1)  Correct are the solutions 1, 2 and 4:

  • The source signal  ${q(t)}$  is analog, i.e. "continuous in time and value".
  • In general, it makes no sense to transmit a deterministic signal.
  • For the mathematical description, a deterministic source signal – such as a periodic signal – is better suited than a random signal.
  • Deterministic signals are also used for testing in order to be able to reconstruct detected errors.


(2)  Correct are the solution suggestions 2 and 3:

  • After sampling, the signal  $q_{\rm A}(t)$  is still  continuous in value, but now also discrete in time.
  • The sampling frequency  $f_{\rm A}$  is given by the so-called  "Sampling Theorem".
  • The greater the maximum frequency  $f_{\rm N,\,max}$  of the source signal, the greater must  $f_{\rm A} ≥ 2 \cdot f_{\rm N,\,max}$  be selected.


(3)  Correct are the solution suggestions 1 and 3:

  • The quantized signal  $q_{\rm Q}(t)$  is discrete in time and value, where the number of levels are  $M = 2^8 = 256$ .
  • A binary signal, on the other hand, is a discrete-valued signal with the level number  $M = 2$.



(4)  Correct are the solutions 1, 3 and 5:

  • The coded signal  $q_{\rm C}(t)$  is binary  $($level number  $M = 2)$  with bit duration  $T_{\rm B} = T_{\rm A}/8$.