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

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[[File:P_ID1720__Mod_A_4_10.png|right|]]
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[[File:Mod_A_4_10_vers2.png|right|frame|Power-spectral densities of <br>BPSK and 4-QAM]]
Ausgehend von der binären Phasenmodulation (BPSK) mit rechteckförmigem Grundimpuls $g_s(t)$ der Breite $T_B = 1 μs$ und der Amplitude $s_0 = 2 V$ soll nun in dieser Aufgabe das Leistungsdichtespektrum (LDS) der 4–QAM schrittweise ermittelt werden.
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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.
  
In [http://en.lntwww.de/Aufgaben:4.6_Spektren_von_ASK_und_BPSK Aufgabe A4.6] wurde das Leistungdichtespektrum -s(f)$ der BPSK für genau diese Parameterwerte ermittelt. Mit
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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
$$A = s_0^2 \cdot T_{\rm B} = 4 \cdot 10^{-6}\,{\rm V^2/Hz}$$
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:$$A = s_0^2 \cdot T_{\rm B} = 4 \cdot 10^{-6}\,{\rm V^2/Hz},$$
erhält man für das tatsächliche LDS (im Bandpassbereich):
+
one obtains the actual power-spectral density&nbsp; (in the bandpass range):
$${{\it \Phi}_s(f)} = \frac{A}{4} \cdot {\left [ {\rm si}^2(\pi \cdot T_{\rm B}\cdot (f - f_{\rm T})) + {\rm si}^2(\pi \cdot T_{\rm B}\cdot (f + f_{\rm T}))\right ]}\hspace{0.05cm}.$$
+
:$${{\it \Phi}_s(f)} = {A}/{4} \cdot {\big [ {\rm sinc}^2( T_{\rm B}\cdot (f - f_{\rm T})) + {\rm sinc}^2( T_{\rm B}\cdot (f + f_{\rm T}))\big ]}\hspace{0.05cm}.$$
In der oberen Grafik ist allerdings das LDS des äquivalenten TP–Signals dargestellt. Dieses ergibt sich aus $Φ_s(f)$ durch Abschneiden aller Anteile bei negativen Frequenzen, Vervierfachen der Anteile bei positiven Frequenzen (beachten Sie: ein Spektrum muss verdoppelt werden, ein Leistungsdichtespektrum vervierfacht) und Verschieben um $f_T$ nach links:
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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
$${{\it \Phi}_{s, \hspace{0.05cm}\rm TP}(f)} = A \cdot {\rm si}^2(\pi f T_{\rm B}). \hspace{0.2cm}$$
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*truncating all components at negative frequencies,
Die 4–QAM unterscheidet sich von der BPSK in folgenden Details:
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*quadrupling the components at positive frequencies&nbsp; (note: a spectrum must be doubled, a PSD quadrupled),
:* Aufspaltung des binären Quellensignals in zwei Teilsignale mit jeweils halber Bitrate, das heißt mit der Symboldauer $T = 2 · T_B$.
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*shifting by  &nbsp;$f_{\rm T}$&nbsp;to the left:
:* Multiplikation der Teilsignale mit Cosinus und Minus–Sinus, deren Amplituden $g_0$ jeweils um den Faktor „Wurzel aus 2” kleiner sind als $s_0$. Die Signale werden mit $s_{cos}(t)$ und $s_{–sin}(t)$ bezeichnet.
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:$${{\it \Phi}_{s, \hspace{0.05cm}\rm TP}(f)} = A \cdot {\rm sinc}^2(f \cdot T_{\rm B}). \hspace{0.2cm}$$
:* Summation der beiden Teilsignale:
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$$s(t) = s_{\rm cos}(t)+ s_{\rm -sin}(t) \hspace{0.05cm}.$$
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4–QAM differs from the BPSK regarding the following details:
'''Hinwies:''' Die Aufgabe bezieht sich auf [http://en.lntwww.de/Modulationsverfahren/Lineare_digitale_Modulationsverfahren Kapitel 4.2] (BPSK) und [http://en.lntwww.de/Modulationsverfahren/Quadratur%E2%80%93Amplitudenmodulation Kapitel 4.3] (QAM) dieses Buches.
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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;$T = 2 · T_{\rm B}$.
===Fragebogen===
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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;$\sqrt{2}$.
 +
* Summation of the two partial signals denoted by &nbsp;$s_{\cos}(t)$&nbsp; nd &nbsp;$s_{–\sin}(t)$&nbsp;:
 +
:$$s(t) = s_{\rm cos}(t)+ s_{\rm -sin}(t) \hspace{0.05cm}.$$
 +
 
 +
 
 +
 
 +
 
 +
 
 +
Hints:  
 +
*This exercise belongs to the chapter&nbsp; [[Modulation_Methods/Quadrature_Amplitude_Modulation|"Quadrature Amplitude Modulation"]]&nbsp; $\rm (QAM)$.
 +
*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.
 +
* The power-spectral density&nbsp; $\rm (PSD)$&nbsp; 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;$R = 1 \ \rm \Omega$.
 +
 +
 
 +
 
 +
===Questions===
  
 
<quiz display=simple>
 
<quiz display=simple>
{Wie groß ist die Energie pro Bit bei der BPSK?
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{What is the energy per bit ⇒ $E_{\rm B}$&nbsp; for&nbsp; "binary phase shift keying"&nbsp; (BPSK)?
 
|type="{}"}
 
|type="{}"}
$BPSK:  E_B$ = { 2 3% } $10^{-6}$ $V^2/Hz$
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$E_{\rm B} \ = \ $ { 2 3% } $\ \cdot 10^{-6}\ \rm V^2/Hz$
  
{Wie lautet das Leistungsdichtespektrum des 4–QAM–Teilsignals $s_{cos}(t)$ in der äquivalenten Tiefpassdarstellung? Welcher Wert ergibt sich bei f = 0?
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{What is the power-spectral density  &nbsp;${\it \Phi}_{s,\hspace{0.08cm} \cos, \hspace{0.08cm}{\rm TP}}(f )$&nbsp; of the 4–QAM subsignal &nbsp; $s_{\cos}(t)$&nbsp;  in the equivalent low-pass representation? <br>What value&nbsp;$B_0 = {\it \Phi}_{s, \hspace{0.08cm}\cos, \hspace{0.08cm}{\rm TP}}(f = 0) $&nbsp; is obtained at frquency &nbsp;$f = 0$?
 
|type="{}"}
 
|type="{}"}
$4–QAM:  A = Φ_{s, cos, TP}(f = 0)$ = { 4 3% } $10^{-6}$ $V^2/Hz$
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$B_0 \ = \ $ { 4 3% } $\ \cdot 10^{-6}\ \rm V^2/Hz$
  
{Wie lautet das Leistungsdichtespektrum des gesamten 4–QAM–Signals $s(t)$? Welcher Wert B ergibt sich hier bei der Frequenz f = 0?
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{What is the power-spectral density &nbsp;${\it \Phi}_{s,\hspace{0.08cm}{\rm TP}}(f )$&nbsp; of the total 4–QAM signal $s(t)$?  
 +
<br>What value &nbsp;$Q_0 = {\it \Phi}_{s, \hspace{0.08cm}{\rm TP}}(f = 0) $&nbsp; results here at frequency &nbsp;$f = 0$?
 
|type="{}"}
 
|type="{}"}
$ 4–QAM:  B = Φ_{s, TP}(f = 0)$ = { 8 3% } $10^{-6}$ $V^2/Hz$
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$Q_0 \ = \ $ { 8 3% } $\ \cdot 10^{-6}\ \rm V^2/Hz$
  
{Wie groß ist die Energie pro Bit bei der 4–QAM?
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{What is the energy per bit &nbsp; &rArr; &nbsp; $E_{\rm B}$&nbsp; for&nbsp; "quadrature amplitude modulation"&nbsp; (4-QAM)?
 
|type="{}"}
 
|type="{}"}
$4–QAM:  E_B$ = { 2 3% } $10^{-6}$ $V^2/Hz$
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$E_{\rm B} \ = \ $ { 2 3% } $\ \cdot 10^{-6}\ \rm V^2/Hz$
  
  
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</quiz>
 
</quiz>
  
===Musterlösung===
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===Solution===
 
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'''1.''' Die Leistung des BPSK–Sendesignals ist gleich dem Intergral über das Leistungsdichtespektrum. Integriert man über das äquivalente Tiefpass–LDS, so ist noch der Faktor 1/2 zu berücksichtigen:
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'''(1)'''&nbsp; The power of the BPSK transmitted signal is equal to the intergral over the power-spectral density.  
$$P_{\rm BPSK}  =  \int_{ - \infty }^{+\infty} {{\it \Phi}_{s}(f)}\hspace{0.1cm} {\rm d}f = \frac{1}{2} \cdot \int_{ - \infty }^{+\infty} {{\it \Phi}_{s, \hspace{0.05cm}\rm TP}(f)}\hspace{0.1cm} {\rm d}f = \frac{A}{2} \cdot \int_{ - \infty }^{+\infty} {\rm si}^2(\pi f T_{\rm B})\hspace{0.1cm} {\rm d}f =$$
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*If one integrates over the equivalent low-pass PSD,&nbsp; the factor&nbsp; $1/2$&nbsp;must still be taken into account:
$$ =  \frac{A}{2T_{\rm B}} \cdot \int_{ - \infty }^{+\infty} {\rm si}^2(\pi x)\hspace{0.1cm} {\rm d}x =\frac{A}{2T_{\rm B}}$$
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:$$P_{\rm BPSK}  =  \int_{ - \infty }^{+\infty} {{\it \Phi}_{s}(f)}\hspace{0.1cm} {\rm d}f = \frac{1}{2} \cdot \int_{ - \infty }^{+\infty} {{\it \Phi}_{s, \hspace{0.05cm}\rm TP}(f)}\hspace{0.1cm} {\rm d}f = \frac{A}{2} \cdot \int_{ - \infty }^{+\infty} {\rm sinc}^2(f T_{\rm B})\hspace{0.1cm} {\rm d}f =  \frac{A}{2T_{\rm B}} \cdot \int_{ - \infty }^{+\infty} {\rm sinc}^2(x)\hspace{0.1cm} {\rm d}x =\frac{A}{2T_{\rm B}}$$
$$A = 4 \cdot 10^{-6}\,{\rm V^2/Hz}\hspace{0.05cm}, \hspace{0.2cm} T_{\rm B}= 10^{-6}\,{\rm s} \hspace{0.3cm}\Rightarrow \hspace{0.3cm} P_{\rm BPSK} = 2\,{\rm V^2} ( = {s_0^2 }/{2})\hspace{0.05cm}.$$
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:$$\text{With} \ \ A = 4 \cdot 10^{-6}\,{\rm V^2/Hz}\hspace{0.05cm}, \hspace{0.2cm} T_{\rm B}= 10^{-6}\,{\rm s} \hspace{0.3cm}\Rightarrow \hspace{0.3cm} P_{\rm BPSK} = 2\,{\rm V^2} ( = {s_0^2 }/{2})\hspace{0.05cm}.$$
Die Energie pro Bit ist dementsprechend
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*Accordingly,&nbsp; the energy per bit is for BPSK:
$$E_{\rm B} = {P_{\rm BPSK} \cdot T_{\rm B}}\hspace{0.15cm}\underline {= 2 \cdot 10^{-6}\,{\rm V^2/Hz}}\hspace{0.05cm}.$$
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:$$E_{\rm B} = {P_{\rm BPSK} \cdot T_{\rm B}}\hspace{0.15cm}\underline {= 2 \cdot 10^{-6}\,{\rm V^2/Hz}}\hspace{0.05cm}.$$
Hierbei ist wieder der Bezugswiderstand 1Ω zugrunde gelegt.
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*Here again,&nbsp; the reference resistance is&nbsp; $1\ \rm Ω$.
 +
 
 +
 
 +
 
 +
 
 +
'''(2)'''&nbsp; Due to the double symbol duration of 4-QAM &nbsp; $(T = 2 · T_{\rm B})$,&nbsp; the spectral function is only half as wide as compared to BPSK,&nbsp; but twice as high,&nbsp; and instead of&nbsp; $s_0$,&nbsp; the smaller value&nbsp; $g_0$&nbsp; must now be considered.
 +
*The PSD value at frequency&nbsp; $f = 0$&nbsp; 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,&nbsp; the result is exactly the same 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)'''&nbsp; The second partial signal&nbsp; $s_{–\sin}(t)$&nbsp; yields exactly the same contribution as the signal&nbsp; $s_{\cos}(t)$&nbsp; just considered.
 +
*Due to the orthogonality between the cosine and the minus-sine functions,&nbsp; the powers can be added and we get:
 +
:$$Q_0 = {\it \Phi}_{s, \hspace{0.05cm}\rm TP}(f = 0 ) = 2 \cdot B_0 \hspace{0.15cm}\underline {= 8 \cdot 10^{-6}\,{\rm V^2/Hz}}\hspace{0.05cm}.$$
  
'''2.'''  Aufgrund der doppelten Symboldauer der 4–QAM ($T = 2 · T_B$) ist die Spektralfunktion gegenüber der BPSK nur halb so breit, aber doppelt so hoch, und anstelle von $s_0$ ist nun der kleinere Wert g0 zu berücksichtigen. Der LDS–Wert bei der Frequenz f = 0 lautet damit:
 
$${\it \Phi}_{s, \hspace{0.05cm}\rm cos,\hspace{0.05cm}\rm TP}(f = 0 ) = \left ({s_0}/{\sqrt{2}} \right )^2 \cdot 2 \cdot T_{\rm B} ={s_0^2 \cdot T_{\rm B}} = A \hspace{0.05cm}.$$
 
Es ergibt sich somit genau der gleiche Wert
 
$$A = {\it \Phi}_{s, \hspace{0.05cm}\rm cos,\hspace{0.05cm}\rm TP}(f = 0 ) \hspace{0.15cm}\underline {= 4 \cdot 10^{-6}\,{\rm V^2/Hz}}$$
 
wie bei der BPSK.
 
  
'''3.''' Das zweite Teilsignal $s_{–sin}(t)$ liefert den genau gleichen Beitrag A wie das gerade betrachtete Signal $s_{cos}(t)$. Aufgrund der Orthogonalität zwischen der Cosinus– und der Minus–Sinusfunktion können die Leistungen addiert werden und man erhält:
 
$$B = {\it \Phi}_{s, \hspace{0.05cm}\rm TP}(f = 0 ) = 2 \cdot A \hspace{0.15cm}\underline {= 8 \cdot 10^{-6}\,{\rm V^2/Hz}}\hspace{0.05cm}.$$
 
  
'''4.''' Analog zur Teilaufgabe a) erhält man für die Energie pro Bit:
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'''(4)'''&nbsp; Analogously to question&nbsp; '''(1)''',&nbsp; we get an energy per bit of:
$$E_{\rm B}  =  \frac{1}{2} \cdot T_{\rm B} \cdot \int_{ - \infty }^{+\infty} {{\it \Phi}_{s, \hspace{0.05cm}\rm TP}(f)}\hspace{0.1cm} {\rm d}f = \frac{B \cdot T_{\rm B}}{2T} \cdot \int_{ - \infty }^{+\infty} {\rm si}^2(\pi f T_{\rm B})\hspace{0.1cm} {\rm d}f =$$ 
+
:$$E_{\rm B}  =  \frac{1}{2} \cdot T_{\rm B} \cdot \int_{ - \infty }^{+\infty} {{\it \Phi}_{s, \hspace{0.05cm}\rm TP}(f)}\hspace{0.1cm} {\rm d}f = \frac{Q_0 \cdot T_{\rm B}}{2T} \cdot \int_{ - \infty }^{+\infty} {\rm sinc}^2(f T_{\rm B})\hspace{0.1cm} {\rm d}f =  
$$ = \frac{B \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}.$$
+
  \frac{Q_0 \cdot T_{\rm B}}{2T} = \frac{8 \cdot 10^{-6}\,{\rm V^2/Hz} \cdot 1\,{\rm \mu s}}{ 2 \cdot 2\,{\rm \mu s}}\hspace{0.15cm}\underline {= 2 \cdot 10^{-6}\,{\rm V^2/Hz}}\hspace{0.05cm}.$$
Man erkennt, dass bei den hier getroffenen Voraussetzungen die „Energie pro Bit” bei der BPSK und der 4–QAM übereinstimmen.
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*It can be seen that with the assumptions made here,&nbsp; the "energy per bit" of BPSK and 4-QAM coincide.
  
 
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[[Category:Aufgaben zu Modulationsverfahren|^4.3 Quadratur–Amplitudenmodulation^]]
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[[Category:Modulation Methods: Exercises|^4.3 Quadrature Amplitude Modulation^]]

Latest revision as of 07:03, 18 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   ⇒   $E_{\rm B}$  for  "quadrature amplitude modulation"  (4-QAM)?

$E_{\rm B} \ = \ $

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


Solution

(1)  The power of the BPSK transmitted 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:
$$P_{\rm BPSK} = \int_{ - \infty }^{+\infty} {{\it \Phi}_{s}(f)}\hspace{0.1cm} {\rm d}f = \frac{1}{2} \cdot \int_{ - \infty }^{+\infty} {{\it \Phi}_{s, \hspace{0.05cm}\rm TP}(f)}\hspace{0.1cm} {\rm d}f = \frac{A}{2} \cdot \int_{ - \infty }^{+\infty} {\rm sinc}^2(f T_{\rm B})\hspace{0.1cm} {\rm d}f = \frac{A}{2T_{\rm B}} \cdot \int_{ - \infty }^{+\infty} {\rm sinc}^2(x)\hspace{0.1cm} {\rm d}x =\frac{A}{2T_{\rm B}}$$
$$\text{With} \ \ A = 4 \cdot 10^{-6}\,{\rm V^2/Hz}\hspace{0.05cm}, \hspace{0.2cm} T_{\rm B}= 10^{-6}\,{\rm s} \hspace{0.3cm}\Rightarrow \hspace{0.3cm} P_{\rm BPSK} = 2\,{\rm V^2} ( = {s_0^2 }/{2})\hspace{0.05cm}.$$
  • 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 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 question  (1),  we get an energy per bit of:

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