Difference between revisions of "Aufgaben:Exercise 1.2Z: Puls Code Modulation"
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− | {{quiz-Header|Buchseite= | + | {{quiz-Header|Buchseite=Signal_Representation/Signal_classification}} |
− | [[File:EN_Sig_Z_1_2.png|right|frame| | + | [[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:// | + | 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# | + | *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 qA(t). |
− | * Each sample qA(t) is mapped to one of M=2N | + | * Each sample qA(t) is mapped to one of M=2N results in the quantized signal qQ(t). |
* Each individual quantized value is represented by a code sequence of N binary symbols and results in the coded signal qC(t). | * Each individual quantized value is represented by a code sequence of N binary symbols and results in the coded signal qC(t). | ||
− | In this task only the different signals of the PCM transmitter are to be classified. Later tasks will deal with other properties of | + | In this task only the different signals of the PCM transmitter are to be classified. <br>Later tasks will deal with other properties of the puls code modulation. |
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− | '' | + | ''Note:'' This task belongs to the chapter [[Signal_Representation/Signal_classification|Signal classification]]. |
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+ In normal operation q(t) is a stochastic signal. | + In normal operation q(t) 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) is a time | + | - q(t) is a discrete-time signal. |
− | + q(t) is a continuous | + | + q(t) is a continuous-valued signal. |
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|type="[]"} | |type="[]"} | ||
- qA(t) is a discrete-valued signal. | - qA(t) is a discrete-valued signal. | ||
− | + qA(t) is a time | + | + qA(t) is a discrete-time signal. |
− | + The higher the maximum frequency of the | + | + 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 qQ(t) if N=8 is taken as a base? | {Which statements are true for the quantized signal qQ(t) if N=8 is taken as a base? | ||
|type="[]"} | |type="[]"} | ||
− | + qQ(t) is a time | + | + qQ(t) is a discrete-time signal. |
− | - qQ(t) is a discrete-valued with | + | - qQ(t) is a discrete-valued signal with M=8 possible values. |
− | + qQ(t) is a discrete-valued with | + | + qQ(t) is a discrete-valued signal with M=256 possible values. |
- qQ(t) is a binary signal. | - qQ(t) is a binary signal. | ||
− | {Which statements are true for the coded signal qC(t) if N=8 is taken as a | + | {Which statements are true for the coded signal qC(t) if N=8 is taken as a base? |
|type="[]"} | |type="[]"} | ||
− | + qC(t) is a time | + | + qC(t) is a discrete-time signal. |
− | - qC(t) is a discrete- | + | - qC(t) is a discrete-time signal with M=8 possible values. |
+ qC(t) is a binary signal. | + qC(t) is a binary signal. | ||
- When sampling at distance TA the bit duration is TB=TA. | - When sampling at distance TA the bit duration is TB=TA. | ||
− | + | + | + When sampling at distance TA the bit duration is TB=TA/8. |
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</quiz> | </quiz> | ||
− | === | + | ===Solution=== |
{{ML-Kopf}} | {{ML-Kopf}} | ||
'''(1)''' Correct are the <u>solutions 1, 2 and 4</u>: | '''(1)''' Correct are the <u>solutions 1, 2 and 4</u>: | ||
− | *The source signal q(t) is analog, i.e. | + | *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 <u>solution suggestions 2 and 3</u>: | '''(2)''' Correct are the <u>solution suggestions 2 and 3</u>: | ||
− | * | + | *After sampling, the signal qA(t) is still continuous in value, but now also discrete in time. |
− | *The sampling frequency fA is given by the so-called | + | *The sampling frequency fA is given by the so-called "Sampling Theorem". |
− | *The greater the maximum frequency fN,max of the | + | *The greater the maximum frequency fN,max of the source signal, the greater must fA≥2⋅fN,max be selected. |
'''(3)''' Correct are the <u>solution suggestions 1 and 3</u>: | '''(3)''' Correct are the <u>solution suggestions 1 and 3</u>: | ||
− | *The quantized signal qQ(t) is time and value | + | *The quantized signal qQ(t) is discrete in time and value, where the number of levels are M=28=256 . |
− | *A binary signal, on the other hand, is a discrete | + | *A binary signal, on the other hand, is a discrete-valued signal with the level number M=2. |
− | '''(4)''' Correct | + | '''(4)''' Correct are the <u>solutions 1, 3 and 5</u>: |
*The coded signal qC(t) is binary (level number M=2) with bit duration TB=TA/8. | *The coded signal qC(t) is binary (level number M=2) with bit duration TB=TA/8. | ||
{{ML-Fuß}} | {{ML-Fuß}} | ||
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− | [[Category: | + | [[Category:Signal Representation: Exercises|^1.2 Signal Classification^]] |
Latest revision as of 10:42, 11 October 2021
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" (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 qA(t).
- Each sample qA(t) is mapped to one of M=2N results in the quantized signal qQ(t).
- Each individual quantized value is represented by a code sequence of N binary symbols and results in the coded signal qC(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
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 qA(t) is still continuous in value, but now also discrete in time.
- The sampling frequency fA is given by the so-called "Sampling Theorem".
- The greater the maximum frequency fN,max of the source signal, the greater must fA≥2⋅fN,max be selected.
(3) Correct are the solution suggestions 1 and 3:
- The quantized signal qQ(t) is discrete in time and value, where the number of levels are M=28=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 qC(t) is binary (level number M=2) with bit duration TB=TA/8.