Difference between revisions of "Aufgaben:Exercise 4.11: Frequency Domain Consideration of the 4-QAM"

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[[File:Mod_A_4_10_vers2.png|right|frame|Leistungsdichtespektren von <br>BPSK und 4-QAM]]
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[[File:Mod_A_4_10_vers2.png|right|frame|Power-spectral densities of <br>BPSK and 4-QAM]]
Taking as our starting point &nbsp;[[Modulation_Methods/Linear_Digital_Modulation#BPSK_.E2.80.93_Binary_Phase_Shift_Keying|BPSK]]&nbsp; (binary phase modulation) with a rectangular fundamental pulse &nbsp;$g_s(t)$&nbsp; of width &nbsp;$T_{\rm B} = 1 \ \rm &micro; s$&nbsp; and amplitude &nbsp;$s_0 = 2 \ \rm  V$&nbsp;, this exercise aims to determine the power density spectrum (LDS) of the [[Modulation_Methods/Quadrature_Amplitude_Modulation#Signal_waveforms_for_4.E2.80.93QAM|4–QAM]] step by step.
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Taking as our starting point &nbsp;[[Modulation_Methods/Linear_Digital_Modulation#BPSK_.E2.80.93_Binary_Phase_Shift_Keying|$\rm BPSK$]]&nbsp; ("binary phase modulation")&nbsp; with a rectangular basic pulse &nbsp;$g_s(t)$&nbsp; of width &nbsp;$T_{\rm B} = 1 \ \rm &micro; s$&nbsp; and amplitude &nbsp;$s_0 = 2 \ \rm  V$,&nbsp; this exercise aims to determine the power-spectral density&nbsp; $\rm (PSD)$&nbsp; of the [[Modulation_Methods/Quadrature_Amplitude_Modulation#Signal_waveforms_for_4.E2.80.93QAM|4–QAM]] step by step.
  
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In &nbsp;[[Aufgaben:Exercise_4.7:_Spectra_of_ASK_and_BPSK|Exercise 4.7]],&nbsp; the power-spectral density &nbsp;${\it Φ}_s(f)$&nbsp; of the BPSK was determined for exactly these parameters.&nbsp; Using
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:$$A = s_0^2 \cdot T_{\rm B} = 4 \cdot 10^{-6}\,{\rm V^2/Hz},$$
 +
one obtains the actual power-spectral density&nbsp; (in the bandpass range):
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:$${{\it \Phi}_s(f)} = {A}/{4} \cdot {\big [ {\rm sinc}^2(  T_{\rm B}\cdot (f - f_{\rm T})) + {\rm sinc}^2( T_{\rm B}\cdot (f + f_{\rm T}))\big ]}\hspace{0.05cm}.$$
 +
However,&nbsp; the top graph shows the power-spectral density &nbsp;${{\it \Phi}_{s, \hspace{0.05cm}\rm TP}(f)}$&nbsp; of the equivalent low-pass signal&nbsp; German:&nbsp; "äquivalentes Tiefpass&ndash;Signal" &nbsp; &rArr; &nbsp; subscript:&nbsp; "TP).&nbsp; This is obtained from &nbsp;${\it Φ}_s(f)$&nbsp; by
 +
*truncating all components at negative frequencies,
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*quadrupling the components at positive frequencies&nbsp; (note: a spectrum must be doubled, a PSD quadrupled),
 +
*shifting by  &nbsp;$f_{\rm T}$&nbsp;to the left:
 +
:$${{\it \Phi}_{s, \hspace{0.05cm}\rm TP}(f)} = A \cdot {\rm sinc}^2(f \cdot T_{\rm B}). \hspace{0.2cm}$$
  
In &nbsp;[[Aufgaben:Exercise_4.7:_Spectra_of_ASK_and_BPSK| Exercise 4.7]]&nbsp; power-spectral density &nbsp;${\it Φ}_s(f)$&nbsp; of the BPSK was determined for exactly these parameter values. Using
+
4–QAM differs from the BPSK regarding the following details:
:$$A = s_0^2 \cdot T_{\rm B} = 4 \cdot 10^{-6}\,{\rm V^2/Hz}$$
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* Splitting the binary source signal into two partial signals,&nbsp; each with half the bit rate,&nbsp; that is,&nbsp; with symbol duration &nbsp;$T = 2 · T_{\rm B}$.
one obtains an actual power-spectral density (in the bandpass range) of:
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* Multiplication of the partial signals with cosine and minus-sine,&nbsp; whose amplitudes &nbsp;$g_0$&nbsp; are each smaller than &nbsp;$s_0$  by a factor of  &nbsp;$\sqrt{2}$.
:$${{\it \Phi}_s(f)} = {A}/{4} \cdot {\big [ {\rm si}^2(\pi \cdot T_{\rm B}\cdot (f - f_{\rm T})) + {\rm si}^2(\pi \cdot T_{\rm B}\cdot (f + f_{\rm T}))\big ]}\hspace{0.05cm}.$$
 
However, the top graph shows the power-spectral density &nbsp;${{\it \Phi}_{s, \hspace{0.05cm}\rm TP}(f)}$&nbsp; of the equivalent low-pass signal. This is obtained from &nbsp;${\it Φ}_s(f)$&nbsp; by
 
*Truncating all components at negative frequencies,
 
*Quadrupling the components at positive frequencies
 
:(note: a spectrum must be doubled, a power-spectral density quadrupled), and
 
*Shifting by  &nbsp;$f_{\rm T}$&nbsp;to the left:
 
:$${{\it \Phi}_{s, \hspace{0.05cm}\rm TP}(f)} = A \cdot {\rm si}^2(\pi f T_{\rm B}). \hspace{0.2cm}$$
 
 
 
4–QAM differs from BPSK regarding the following details:
 
* Splitting the binary source signal into two partial signals, each with half the bit rate, that is, with symbol duration &nbsp;$T = 2 · T_{\rm B}$.
 
* Multiplication of the partial signals with cosine and minus-sine, whose amplitudes &nbsp;$g_0$&nbsp; are each smaller than &nbsp;$s_0$  by a factor of  &nbsp;$\sqrt{2}$&nbsp;.
 
 
* Summation of the two partial signals denoted by &nbsp;$s_{\cos}(t)$&nbsp; nd &nbsp;$s_{–\sin}(t)$&nbsp;:
 
* Summation of the two partial signals denoted by &nbsp;$s_{\cos}(t)$&nbsp; nd &nbsp;$s_{–\sin}(t)$&nbsp;:
 
:$$s(t) = s_{\rm cos}(t)+ s_{\rm -sin}(t) \hspace{0.05cm}.$$
 
:$$s(t) = s_{\rm cos}(t)+ s_{\rm -sin}(t) \hspace{0.05cm}.$$
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Hints:  
 
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*This exercise belongs to the chapter&nbsp; [[Modulation_Methods/Quadrature_Amplitude_Modulation|"Quadrature Amplitude Modulation"]]&nbsp; $\rm (QAM)$.
 
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*Reference is also made to the page&nbsp; [[Modulation_Methods/Linear_Digital_Modulation#BPSK_.E2.80.93_Binary_Phase_Shift_Keying|"Binary Phase Shift Keying"]]&nbsp; $\rm (BPSK)$&nbsp;  in the previous chapter.
''Hints:''
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* The power-spectral density&nbsp; $\rm (PSD)$&nbsp; of a QAM component is identical to the comparable BPSK PSD:
*This exercise belongs to the chapter&nbsp; [[Modulation_Methods/Quadrature_Amplitude_Modulation|Quadrature Amplitude Modulation]].
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*Energies are to be specified in &nbsp;$\rm V^2s$;&nbsp; they thus refer to the reference resistance&nbsp;$R = 1 \ \rm \Omega$.
*Reference is also made to the page&nbsp; [[Modulation_Methods/Linear_Digital_Modulation#BPSK_.E2.80.93_Binary_Phase_Shift_Keying|BPSK &ndash; Binary Phase Shift Keying]]&nbsp; in the previous chapter.
 
* The power-spectral density (PSD) of a QAM component is identical to the comparable BPSK PSD:
 
*Energies are to be specified in &nbsp;$\rm V^2s$&nbsp; ; they thus refer to the reference resistance&nbsp;$R = 1 \ \rm \Omega$.
 
 
   
 
   
  

Revision as of 17:43, 16 April 2022

Power-spectral densities of
BPSK and 4-QAM

Taking as our starting point  $\rm BPSK$  ("binary phase modulation")  with a rectangular basic pulse  $g_s(t)$  of width  $T_{\rm B} = 1 \ \rm µ s$  and amplitude  $s_0 = 2 \ \rm V$,  this exercise aims to determine the power-spectral density  $\rm (PSD)$  of the 4–QAM step by step.

In  Exercise 4.7,  the power-spectral density  ${\it Φ}_s(f)$  of the BPSK was determined for exactly these parameters.  Using

$$A = s_0^2 \cdot T_{\rm B} = 4 \cdot 10^{-6}\,{\rm V^2/Hz},$$

one obtains the actual power-spectral density  (in the bandpass range):

$${{\it \Phi}_s(f)} = {A}/{4} \cdot {\big [ {\rm sinc}^2( T_{\rm B}\cdot (f - f_{\rm T})) + {\rm sinc}^2( T_{\rm B}\cdot (f + f_{\rm T}))\big ]}\hspace{0.05cm}.$$

However,  the top graph shows the power-spectral density  ${{\it \Phi}_{s, \hspace{0.05cm}\rm TP}(f)}$  of the equivalent low-pass signal  German:  "äquivalentes Tiefpass–Signal"   ⇒   subscript:  "TP).  This is obtained from  ${\it Φ}_s(f)$  by

  • truncating all components at negative frequencies,
  • quadrupling the components at positive frequencies  (note: a spectrum must be doubled, a PSD quadrupled),
  • shifting by  $f_{\rm T}$ to the left:
$${{\it \Phi}_{s, \hspace{0.05cm}\rm TP}(f)} = A \cdot {\rm sinc}^2(f \cdot T_{\rm B}). \hspace{0.2cm}$$

4–QAM differs from the BPSK regarding the following details:

  • Splitting the binary source signal into two partial signals,  each with half the bit rate,  that is,  with symbol duration  $T = 2 · T_{\rm B}$.
  • Multiplication of the partial signals with cosine and minus-sine,  whose amplitudes  $g_0$  are each smaller than  $s_0$ by a factor of  $\sqrt{2}$.
  • Summation of the two partial signals denoted by  $s_{\cos}(t)$  nd  $s_{–\sin}(t)$ :
$$s(t) = s_{\rm cos}(t)+ s_{\rm -sin}(t) \hspace{0.05cm}.$$



Hints:

  • This exercise belongs to the chapter  "Quadrature Amplitude Modulation"  $\rm (QAM)$.
  • Reference is also made to the page  "Binary Phase Shift Keying"  $\rm (BPSK)$  in the previous chapter.
  • The power-spectral density  $\rm (PSD)$  of a QAM component is identical to the comparable BPSK PSD:
  • Energies are to be specified in  $\rm V^2s$;  they thus refer to the reference resistance $R = 1 \ \rm \Omega$.


Questions

1

What is the energy per bit ⇒ $E_{\rm B}$  for binary phase shift keying (BPSK)?

$E_{\rm B} \ = \ $

$\ \cdot 10^{-6}\ \rm V^2/Hz$

2

What is the power-spectral density  ${\it \Phi}_{s,\hspace{0.08cm} \cos, \hspace{0.08cm}{\rm TP}}(f )$ of the 4–QAM subsignal   $s_{\cos}(t)$  in the equivalent low-pass representation?
what value $B_0 = {\it \Phi}_{s, \hspace{0.08cm}\cos, \hspace{0.08cm}{\rm TP}}(f = 0) $  is obtained at frquency  $f = 0$?

$B_0 \ = \ $

$\ \cdot 10^{-6}\ \rm V^2/Hz$

3

What is the power-spectral density  ${\it \Phi}_{s,\hspace{0.08cm}{\rm TP}}(f )$  of the total 4–QAM signal $s(t)$?
What value  $Q_0 = {\it \Phi}_{s, \hspace{0.08cm}{\rm TP}}(f = 0) $  results here at frequency  $f = 0$?

$Q_0 \ = \ $

$\ \cdot 10^{-6}\ \rm V^2/Hz$

4

What is the energy per bit nbsp; ⇒   $E_{\rm B}$  for quadrature amplitude modulation (4-QAM)?

$E_{\rm B} \ = \ $

$\ \cdot 10^{-6}\ \rm V^2/Hz$


Solution

(1)  The power of the BPSK transmit signal is equal to the intergral over the power-spectral density.

  • If one integrates over the equivalent low-pass PSD, the factor  $1/2$ must still be taken into account:
$$P_{\rm BPSK} = \int_{ - \infty }^{+\infty} {{\it \Phi}_{s}(f)}\hspace{0.1cm} {\rm d}f = \frac{1}{2} \cdot \int_{ - \infty }^{+\infty} {{\it \Phi}_{s, \hspace{0.05cm}\rm TP}(f)}\hspace{0.1cm} {\rm d}f = \frac{A}{2} \cdot \int_{ - \infty }^{+\infty} {\rm si}^2(\pi f T_{\rm B})\hspace{0.1cm} {\rm d}f = \frac{A}{2T_{\rm B}} \cdot \int_{ - \infty }^{+\infty} {\rm si}^2(\pi x)\hspace{0.1cm} {\rm d}x =\frac{A}{2T_{\rm B}}$$
$$\text{Mit} \ \ A = 4 \cdot 10^{-6}\,{\rm V^2/Hz}\hspace{0.05cm}, \hspace{0.2cm} T_{\rm B}= 10^{-6}\,{\rm s} \hspace{0.3cm}\Rightarrow \hspace{0.3cm} P_{\rm BPSK} = 2\,{\rm V^2} ( = {s_0^2 }/{2})\hspace{0.05cm}.$$
  • Accordingly, the energy per bit is for BPSK:
$$E_{\rm B} = {P_{\rm BPSK} \cdot T_{\rm B}}\hspace{0.15cm}\underline {= 2 \cdot 10^{-6}\,{\rm V^2/Hz}}\hspace{0.05cm}.$$
  • Here again, the reference resistance is$1\ \rm Ω$.



(2)  Due to the double symbol duration of 4-QAM   $(T = 2 · T_{\rm B})$ , the spectral function is only half as wide as compared to BPSK, but twice as high, and instead of   $s_0$ , the smaller value   $g_0$  must now be considered.

  • The PSD value at frequency   $f = 0$  is thus:
$${\it \Phi}_{s, \hspace{0.05cm}\rm cos,\hspace{0.05cm}\rm TP}(f = 0 ) = \left ({s_0}/{\sqrt{2}} \right )^2 \cdot 2 \cdot T_{\rm B} ={s_0^2 \cdot T_{\rm B}} = B_0 \hspace{0.05cm}.$$
  • Therefore, the result is exactly the same value as for BPSK:
$$B_0 = {\it \Phi}_{s, \hspace{0.05cm}\rm cos,\hspace{0.05cm}\rm TP}(f = 0 ) \hspace{0.15cm}\underline {= 4 \cdot 10^{-6}\,{\rm V^2/Hz}}$$


(3)  The second partial signal  $s_{–\sin}(t)$  yields exactly the same contribution as the signal   $s_{\cos}(t)$ just considered.

  • Due to the orthogonality between the cosine and the minus-sine functions, the powers can be added and we get:
$$Q_0 = {\it \Phi}_{s, \hspace{0.05cm}\rm TP}(f = 0 ) = 2 \cdot B_0 \hspace{0.15cm}\underline {= 8 \cdot 10^{-6}\,{\rm V^2/Hz}}\hspace{0.05cm}.$$


(4)  Analogously to in question  (1)  we get an energy per bit of:

$$E_{\rm B} = \frac{1}{2} \cdot T_{\rm B} \cdot \int_{ - \infty }^{+\infty} {{\it \Phi}_{s, \hspace{0.05cm}\rm TP}(f)}\hspace{0.1cm} {\rm d}f = \frac{Q_0 \cdot T_{\rm B}}{2T} \cdot \int_{ - \infty }^{+\infty} {\rm si}^2(\pi f T_{\rm B})\hspace{0.1cm} {\rm d}f = \frac{Q_0 \cdot T_{\rm B}}{2T} = \frac{8 \cdot 10^{-6}\,{\rm V^2/Hz} \cdot 1\,{\rm \mu s}}{ 2 \cdot 2\,{\rm \mu s}}\hspace{0.15cm}\underline {= 2 \cdot 10^{-6}\,{\rm V^2/Hz}}\hspace{0.05cm}.$$
  • It can be seen that with the assumptions made here, the "energy per bit" of BPSK and 4-QAM coincide.