Difference between revisions of "Aufgaben:Exercise 4.18Z: BER of Coherent and Non-Coherent FSK"

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* The exercise belongs to the chapter   [[Digital_Signal_Transmission/Carrier_Frequency_Systems_with_Non-Coherent_Demodulation| "Carrier Frequency Systems with Non-Coherent Demodulation"]].
 
* The exercise belongs to the chapter   [[Digital_Signal_Transmission/Carrier_Frequency_Systems_with_Non-Coherent_Demodulation| "Carrier Frequency Systems with Non-Coherent Demodulation"]].
  
* However,  is also made to the chapter  [[Digital_Signal_Transmission/Carrier_Frequency_Systems_with_Coherent_Demodulation| "Carrier Frequency Systems with Coherent Demodulation"]].
+
* However,  reference is also made to the chapter  [[Digital_Signal_Transmission/Carrier_Frequency_Systems_with_Coherent_Demodulation| "Carrier Frequency Systems with Coherent Demodulation"]].
  
 
* Further information can be found in the book  [[Modulation_Methods|"Modulation Methods"]].
 
* Further information can be found in the book  [[Modulation_Methods|"Modulation Methods"]].
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===Solution===
 
===Solution===
 
{{ML-Kopf}}
 
{{ML-Kopf}}
'''(1)'''  A comparison of the equations in the information section makes it clear that for binary FSK with coherent demodulation, the AWGN ratio $E_{\rm B}/N_0$ must be doubled to achieve the same error probability as for BPSK.
+
'''(1)'''  A comparison of the equations in the information section makes it clear that for BFSK with coherent demodulation,   the AWGN ratio $E_{\rm B}/N_0$   must be doubled to achieve the same error probability as for BPSK.
  
*In other words:   The coherent BFSK curve is $10 \cdot {\rm lg} \, (2) \approx 3 \ \rm dB$ to the right of the BPSK curve. To guarantee $p_{\rm B} ≤ 10^{\rm –5}$, it must hold:
+
*In other words:   The coherent BFSK curve lies    $10 \cdot {\rm lg} \, (2) \approx 3 \ \rm dB$   to the right of the BPSK curve.  
 +
 
 +
*To guarantee   $p_{\rm B} ≤ 10^{\rm –5}$,   it must hold:
 
:$$10 \cdot {\rm lg}\hspace{0.05cm} {E_{\rm B}}/ {N_{\rm 0}}\approx
 
:$$10 \cdot {\rm lg}\hspace{0.05cm} {E_{\rm B}}/ {N_{\rm 0}}\approx
 
  9.6\,\,{\rm dB} + 3\,\,{\rm dB}\hspace{0.15cm} \underline{=12.6\,\,{\rm dB}}\hspace{0.05cm}.$$
 
  9.6\,\,{\rm dB} + 3\,\,{\rm dB}\hspace{0.15cm} \underline{=12.6\,\,{\rm dB}}\hspace{0.05cm}.$$
  
  
'''(2)'''&nbsp; <u>Solution 2</u> is correct:
+
'''(2)'''&nbsp; <u>Solution 2</u>&nbsp;  is correct:
*The given equation is valid not only for the MSK (this is an FSK with $h = 0.5$), but for any form of orthogonal FSK.
+
*The given equation is valid not only for the MSK&nbsp;  $($this is a BFSK with&nbsp;  $h = 0.5)$,&nbsp;  but for any form of orthogonal BFSK.
*Such a FSK exists if the modulation index $h$ is an integer multiple of $0.5$, for example for $h = 1$.  
+
 
*With $h = 0.7$ there is no orthogonal FSK.
+
*Such a BFSK exists if the modulation index&nbsp;  $h$&nbsp;  is an integer multiple of&nbsp;  $0.5$,&nbsp;  for example for&nbsp;  $h = 1$.
*It can be shown that for $h = 0.7$ there is even a smaller error probability than with orthogonal FSK.
+
*With $10 \cdot {\rm lg} \, E_{\rm B}/N_0 = 12.6 \ \rm dB$ one even achieves $p_{\rm B} \approx 10^{\rm &ndash;6}$, here, i.e. an improvement by one power of ten.
+
*With&nbsp;  $h = 0.7$&nbsp;  there is no orthogonal FSK.
 +
 
 +
*It can be shown that for&nbsp;  $h = 0.7$&nbsp;  there is even a smaller error probability than with orthogonal FSK:
 +
 
 +
*With&nbsp;  $10 \cdot {\rm lg} \, E_{\rm B}/N_0 = 12.6 \ \rm dB$ one even achieves $p_{\rm B} \approx 10^{\rm &ndash;6}$,&nbsp;  here,&nbsp;  i.e.&nbsp;  an improvement by one power of ten.
  
  
  
  
'''(3)'''&nbsp; From the inverse function of the given equation one obtains:
+
'''(3)'''&nbsp; From the inverse function of the given equation,&nbsp;  one obtains:
 
:$$\frac{E_{\rm B}} {2 \cdot N_{\rm 0}}= {\rm ln}\hspace{0.05cm}\frac{1}{2  p_{\rm B}}= {\rm
 
:$$\frac{E_{\rm B}} {2 \cdot N_{\rm 0}}= {\rm ln}\hspace{0.05cm}\frac{1}{2  p_{\rm B}}= {\rm
 
  ln}(50000)\approx 10.82\hspace{0.3cm}  
 
  ln}(50000)\approx 10.82\hspace{0.3cm}  
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'''(4)'''&nbsp; From $10 \cdot {\rm lg} \, E_{\rm B}/N_0 = 12.6 \ \rm dB$ follows:
+
'''(4)'''&nbsp; From&nbsp;  $10 \cdot {\rm lg} \, E_{\rm B}/N_0 = 12.6 \ \rm dB$&nbsp;  follows:
 
:$${E_{\rm B}} /{N_{\rm 0}}= 10^{1.26} \approx 16.8 \hspace{0.3cm}\Rightarrow \hspace{0.3cm}
 
:$${E_{\rm B}} /{N_{\rm 0}}= 10^{1.26} \approx 16.8 \hspace{0.3cm}\Rightarrow \hspace{0.3cm}
 
  \frac{E_{\rm B}} {2 \cdot N_{\rm 0}}\approx 8.4 \hspace{0.3cm}
 
  \frac{E_{\rm B}} {2 \cdot N_{\rm 0}}\approx 8.4 \hspace{0.3cm}
\Rightarrow \hspace{0.3cm} p_{\rm B} = {1}/{2} \cdot {\rm e}^{- 8.4}\hspace{0.15cm} \underline{ \approx  0.012 \%}\hspace{0.05cm}.$$
+
\Rightarrow \hspace{0.3cm} p_{\rm B} = {1}/{2} \cdot {\rm e}^{- 8.4}\hspace{0.15cm} \underline{ \approx  0.012 \%= 12 \cdot 10^{\rm -5}}\hspace{0.05cm}.$$
  
This means: &nbsp; For the same $E_{\rm B}/N_0$, the error probability for non-coherent demodulation is increased by a factor of about 11 compared to coherent demodulation according to subtask (1).
+
This means: &nbsp; For the same&nbsp;  $E_{\rm B}/N_0$,&nbsp;  the error probability for non-coherent demodulation is increased by a factor of about&nbsp; $12$&nbsp; compared to coherent demodulation according to subtask&nbsp;  '''(1)'''.
 
{{ML-Fuß}}
 
{{ML-Fuß}}
  

Latest revision as of 05:39, 11 September 2022

Bit error probabilities of BPSK and BFSK

The diagram shows the bit error probability for  "binary FSK modulation"  $\rm (BFSK)$  with

  • coherent demodulation,  or
  • incoherent demodulation


in comparison with binary phase modulation  $\rm (BPSK)$.  Orthogonality is always assumed. 

  • For coherent demodulation,  the modulation index  $h$  can be a multiple of  $0.5$,  so that the purple curve is also valid for  "Minimum Shift Keying"  $\rm (MSK)$. 
  • On the other hand,  for non-coherent demodulation of a BFSK,  the modulation index  $h$  must be a multiple of  $1$. 


This system comparison is based on the AWGN channel,  characterized by the ratio  $E_{\rm B}/N_0$.  The equations for the bit error probabilities are as follows for

  • BFSK with  coherent  demodulation:
$$p_{\rm B} = {\rm Q } \left ( \sqrt {{E_{\rm B}}/{N_0} }\right ) \hspace{0.05cm}.$$
  • BFSK with  non-coherent  demodulation:
$$p_{\rm B} = {1}/{2} \cdot {\rm e}^{- E_{\rm B}/{(2N_0) }}\hspace{0.05cm}.$$
  • BPSK,  only  coherent  demodulation possible:
$$p_{\rm B} = {\rm Q } \left ( \sqrt {{2 \cdot E_{\rm B}}/{N_0} }\right ) \hspace{0.05cm}.$$


Remember:

  1. For  BPSK,  the log ratio  $10 \cdot {\rm lg} \, (E_{\rm B}/N_0)$  must be at least  $9.6 \, \rm dB$  so that the bit error probability does not exceed the value  $p_{\rm B} = 10^{\rm -5}$. 
  2. For binary modulation methods,  $p_{\rm B}$  can also be replaced by  $p_{\rm S}$  and  $E_{\rm B}$  by  $E_{\rm S}$. 
  3. Then we speak of the symbol error probability  $p_{\rm S}$  and the symbol energy  $E_{\rm S}$.


Notes:

  • Further information can be found in the book  "Modulation Methods".
  • Use the approximation  ${\rm lg}(2) \approx 0.3$.



Questions

1

For BFSK and  coherent demodulation,  which  $E_{\rm B}/N_0$  is required to satisfy the requirement  $p_{\rm B} ≤ 10^{\rm -5}$?

$10 \cdot {\rm lg} \, E_{\rm B}/N_0 \ = \ $

$\ \rm dB$

2

Are the following statements correct:   The same result as in  (1)  is obtained for

the coherent FSK with modulation index  $\eta = 0.7$,
the coherent FSK with modulation index  $\eta = 1$.

3

For BFSK with modulation index  $h = 1$  and  non-coherent demodulation,  which  $E_{\rm B}/N_0$  is required for  $p_{\rm B} ≤ 10^{\rm -5}$  to be satisfied?

$10 \cdot {\rm lg} \, E_{\rm B}/N_0 \ = \ $

$\ \rm dB$

4

What is the error probability with  $10 \cdot {\rm lg} \, E_{\rm B}/N_0 = 12.6 \ \rm dB$  for BFSK and  non-coherent demodulation?

$p_{\rm B} \ = \ $

$\ \%$


Solution

(1)  A comparison of the equations in the information section makes it clear that for BFSK with coherent demodulation,  the AWGN ratio $E_{\rm B}/N_0$  must be doubled to achieve the same error probability as for BPSK.

  • In other words:   The coherent BFSK curve lies   $10 \cdot {\rm lg} \, (2) \approx 3 \ \rm dB$   to the right of the BPSK curve.
  • To guarantee  $p_{\rm B} ≤ 10^{\rm –5}$,  it must hold:
$$10 \cdot {\rm lg}\hspace{0.05cm} {E_{\rm B}}/ {N_{\rm 0}}\approx 9.6\,\,{\rm dB} + 3\,\,{\rm dB}\hspace{0.15cm} \underline{=12.6\,\,{\rm dB}}\hspace{0.05cm}.$$


(2)  Solution 2  is correct:

  • The given equation is valid not only for the MSK  $($this is a BFSK with  $h = 0.5)$,  but for any form of orthogonal BFSK.
  • Such a BFSK exists if the modulation index  $h$  is an integer multiple of  $0.5$,  for example for  $h = 1$.
  • With  $h = 0.7$  there is no orthogonal FSK.
  • It can be shown that for  $h = 0.7$  there is even a smaller error probability than with orthogonal FSK:
  • With  $10 \cdot {\rm lg} \, E_{\rm B}/N_0 = 12.6 \ \rm dB$ one even achieves $p_{\rm B} \approx 10^{\rm –6}$,  here,  i.e.  an improvement by one power of ten.



(3)  From the inverse function of the given equation,  one obtains:

$$\frac{E_{\rm B}} {2 \cdot N_{\rm 0}}= {\rm ln}\hspace{0.05cm}\frac{1}{2 p_{\rm B}}= {\rm ln}(50000)\approx 10.82\hspace{0.3cm} \Rightarrow \hspace{0.3cm} {E_{\rm B}}/ {N_{\rm 0}}= 21.64 \hspace{0.3cm}\Rightarrow \hspace{0.3cm} 10 \cdot {\rm lg}\hspace{0.09cm} {E_{\rm B}}/ {N_{\rm 0}}\hspace{0.15cm} \underline{\approx 13.4\,\,{\rm dB}}\hspace{0.05cm}.$$


(4)  From  $10 \cdot {\rm lg} \, E_{\rm B}/N_0 = 12.6 \ \rm dB$  follows:

$${E_{\rm B}} /{N_{\rm 0}}= 10^{1.26} \approx 16.8 \hspace{0.3cm}\Rightarrow \hspace{0.3cm} \frac{E_{\rm B}} {2 \cdot N_{\rm 0}}\approx 8.4 \hspace{0.3cm} \Rightarrow \hspace{0.3cm} p_{\rm B} = {1}/{2} \cdot {\rm e}^{- 8.4}\hspace{0.15cm} \underline{ \approx 0.012 \%= 12 \cdot 10^{\rm -5}}\hspace{0.05cm}.$$

This means:   For the same  $E_{\rm B}/N_0$,  the error probability for non-coherent demodulation is increased by a factor of about  $12$  compared to coherent demodulation according to subtask  (1).