Difference between revisions of "Aufgaben:Exercise 1.7: System Efficiencies"

Latest revision as of 17:01, 9 April 2023

Transmission pulse "Trapezoid"

The receiver of a binary transmission system with symbol duration $T$ consists of an integrator, which is represented by the impulse response

$$h_{\rm E}(t) = \left\{ \begin{array}{c} 1/T \\ 0 \\ \end{array} \right.\quad \begin{array}{*{1}c} {\rm{for}} \\ {\rm{for}} \\ \end{array}\begin{array}{*{20}c} \hspace{0.05cm}|t| < T/2 \hspace{0.05cm}, \\ |t| > T/2\hspace{0.05cm}. \\ \end{array}$$

This is followed by a threshold decision with optimal parameters.

The basic transmission pulse $g_{s}(t)$ according to the diagram is generally trapezoidal and is parameterized by the time $T_{1}$:

For $T_{1} = 0$ the result is a triangular pulse, for $T_{1} = T$ the NRZ rectangle.
The absolute pulse duration $T_{\rm S}$ is always equal to the symbol duration $T$, i.e. the spacing between two transmission pulses.

The signal-to-noise power ratio $\rm (SNR)$ before the threshold decision can be calculated as follows, assuming no intersymbol interfering:

$$\rho_d = {g_0^2}/{\sigma_d^2}\hspace{0.05cm}.$$

Here, $g_{0} = g_{d}(t = 0)$ is the maximum value of the basic transmission pulse, and

$$\sigma_d^2 = {N_0}/{2} \cdot \int_{-\infty}^{+\infty}|h_{\rm E}(t)|^2 \,{\rm d} t = \frac{N_0}{2 \cdot T}$$

the noise power after the receiver filter in the presence of AWGN noise at its input.

In the course of this exercise, the following quantities will be used:

$\rho_{d,\rm\hspace{0.08cm} max \hspace{0.03cm}|\hspace{0.03cm} L}$ is the maximum SNR under the constraint of "power limitation".
$\rho_{d,\rm\hspace{0.08cm} max \hspace{0.03cm}|\hspace{0.03cm} A}$ is the maximum SNR under the constraint of "peak limitation" (or "amplitude limitation").

These definitions can be used to specify the system efficiencies:

$$\eta_{\rm L} = \ \frac{\rho_d}{\rho_{d, \hspace{0.08cm}{\rm max \hspace{0.05cm}|\hspace{0.05cm} L}}}\hspace{0.05cm},$$

$$\eta_{\rm A} = \ \frac{\rho_d}{\rho_{d, \hspace{0.08cm}{\rm max\hspace{0.05cm} | \hspace{0.05cm} A}}} = {1}/{C_{\rm S}^2}\cdot \eta_{\rm L} \hspace{0.05cm}.$$

Here, the "crest factor" $C_{\rm S}$ denotes the ratio between the maximum value and the rms value (root of power) of the transmitted signal $s(t)$.

Notes:

The exercise belongs to the chapter "Optimization of Baseband Transmission Systems".

Use the following numerical values to solve the exercise:

$$s_0^2 = 10\,{\rm mW},\hspace{0.2cm}T = 3\,{\rm{ µ s}}, \hspace{0.2cm}N_0 = 3 \cdot 10^{-10}\,{\rm W/Hz}\hspace{0.05cm}.$$

Questions

$T_{1} = 0\text{:} \hspace{0.75cm} E_{\rm B} \ = \ $

$\ \cdot 10^{-8} \, \rm Ws$

$T_{1} = T/2\text{:}\hspace{0.2cm} E_{\rm B} \ = \ $

$\ \cdot 10^{-8} \, \rm Ws$

$T_{1} = T\text{:}\hspace{0.65cm} E_{\rm B} \ = \ $

$\ \cdot 10^{-8} \, \rm Ws$

$T_{1}/T \ = \ $

$\rho_{d,\hspace{0.08cm}\rm max \hspace{0.05cm}|\hspace{0.05cm} L} \ = \ $

$g_{0} \ = \ $

$\ \rm \sqrt{W}$

$\eta_{\rm L} \ = \ $

$C_{\rm S} \ = \ $

$\eta_{\rm A} \ = \ $

Solution

(1) To simplify the calculations, we set $T_1' = T_1/2$ and $T_2' = (T - T_1)/2$.

This gives for the transmitted pulse energy:

$$E_{\rm B} = \int_{-\infty}^{+\infty}g_s^2(t) \,{\rm d} t = 2 \cdot \int_{0}^{T_1\hspace{0.0cm}'}g_s^2(t) \,{\rm d} t\hspace{0.2cm}+ \hspace{0.2cm}2 \cdot \int_{T_1\hspace{0.0cm}'}^{T/2}g_s^2(t) \,{\rm d} t \hspace{0.05cm}.$$

According to this division, it can also be written:

$${E_{\rm B}}/{2} = s_0^2 \cdot T_1\hspace{0.0cm}' + E_2 \hspace{0.05cm},\hspace{0.3cm}{\rm with}\hspace{0.3cm} E_{\rm 2} = \ \int_{T_1\hspace{0.0cm}'}^{T/2}g_s^2(t) \,{\rm d} t = s_0^2 \cdot \int_{0}^{T_2\hspace{0.0cm}'}\left ( 1 - \frac {t}{T_2\hspace{0.0cm}'}\right )^2 \,{\rm d} t $$

$$\Rightarrow \hspace{0.3cm}E_{\rm 2} = \ s_0^2 \cdot \left [ \int_{0}^{T_2\hspace{0.0cm}'}\,\,{\rm d} t- \frac {2}{T_2\hspace{0.0cm}'} \cdot \int_{0}^{T_2\hspace{0.0cm}'}t \,\,{\rm d} t + \frac {1}{(T_2\hspace{0.0cm}'\hspace{0.02cm})^2} \cdot \int_{0}^{T_2\hspace{0.0cm}'}t^2 \,\,{\rm d} t\right ] = \ s_0^2 \cdot \left [ {T_2\hspace{0.0cm}'} - \frac {2}{T_2\hspace{0.0cm}'} \cdot \frac {(T_2\hspace{0.0cm}'\hspace{0.02cm})^2}{2} + \frac {1}{(T_2\hspace{0.0cm}'\hspace{0.02cm})^2} \cdot \frac {(T_2\hspace{0.0cm}'\hspace{0.02cm})^3}{3}\right ] = s_0^2 \cdot\frac {T_2\hspace{0.0cm}'\hspace{0.02cm}}{3} \hspace{0.05cm}.$$

Substituted into the above equation one obtains:

$${E_{\rm B}}/{2} = s_0^2 \cdot \frac {T_1}{2}+ s_0^2 \cdot \frac {T-T_1}{2 \cdot 3}= s_0^2 \cdot \left [\frac{T}{6} + \frac{T_1}{3}\right ]\hspace{0.3cm} \hspace{0.3cm}\Rightarrow E_{\rm B} = {s_0^2}/{3}\cdot \left (T + 2 \cdot T_1 \right )\hspace{0.05cm}.$$

With the given values ${s_{0}}^{2} = 10 \ \rm mW$ and $T = 3\ \rm µ s$ we obtain:

$$T_1 = 0\text{:} \hspace{0.75cm} {E_{\rm B}} = \ 1/3 \cdot{s_0^2 \cdot T}= 1/3 \cdot {10^{-2}\,{\rm W} \cdot 3 \cdot 10^{-6}\,{\rm s}} \hspace{0.1cm}\underline {= 1 \cdot 10^{-8}\,{\rm Ws}}\hspace{0.05cm},$$

$$T_1 = T/2\text{:} \hspace{0.2cm} {E_{\rm B}} = \ 2/3 \cdot{ s_0^2 \cdot T}= \hspace{2.6cm}\text{...} \hspace{1.4cm}\hspace{0.1cm}\underline {= 2 \cdot 10^{-8}\,{\rm Ws}} \hspace{0.05cm},$$

$$T_1 = T\text{:} \hspace{0.65cm} {E_{\rm B}} = \ { s_0^2 \cdot T}= \hspace{3.65cm}\text{...} \hspace{1.4cm}\hspace{0.1cm}\underline {= 3 \cdot 10^{-8}\,{\rm Ws}} \hspace{0.05cm}.$$

(2) The system efficiency under power limitation is maximum $(\eta_{\rm L} = 1)$, when the basic transmission pulse $g_{s}(t)$ has the same shape as the impulse response $h_{\rm E}(t)$.

This is true here for the NRZ transmitted pulse: $T_1/T \ \underline{= 1}$.

(3) Under the condition given in question (2), the maximum SNR is obtained:

$$\rho_{d, \hspace{0.05cm}{\rm max \hspace{0.05cm}| \hspace{0.05cm} L}}= \frac{2 \cdot E_{\rm B}}{N_0} = \frac{2 \cdot 3 \cdot 10^{-8}\,{\rm Ws}}{3 \cdot 10^{-10}\,{\rm W/Hz}}\hspace{0.1cm}\underline {= 200} \hspace{0.05cm}.$$

(4) In general, $g_{d}(t) = g_{s}(t) ∗ h_{\rm E}(t)$. For $t = 0$, $T_1 = T/2$ gives the trapezoidal area for this:

$$g_0 = g_d(t=0) = \frac{1}{T} \cdot \int_{-\infty}^{+\infty}g_s(t) \,{\rm d} t = \frac{T + T_1}{2} \cdot s_0 = 0.75 \cdot 0.1 \cdot \sqrt{\rm W} \hspace{0.1cm}\underline {= 0.075 \,\sqrt{\rm W}} \hspace{0.05cm}.$$

(5) With $T_1 = T/2$ (trapezoidal transmitted pulses), we obtain for the signal-to-noise ratio:

$$\rho_d = \frac{g_0^2}{\sigma_d^2}\hspace{0.3cm}{\rm with}\hspace{0.3cm} g_0^2=0.075^2\, {\rm W},\hspace{0.1cm} \sigma_d^2 = \frac{N_0}{2 \cdot T} = 5 \cdot 10^{-5}\,{\rm W}\hspace{0.3cm} \Rightarrow \hspace{0.3cm}\rho_d = \frac{0.075^2\, {\rm W}}{5 \cdot 10^{-5}\,{\rm W}} = 112.5 \hspace{0.05cm}.$$

Thus, the system efficiency under power limitation with the result of (3):

$$\eta_{\rm L} = \frac{\rho_d}{\rho_{d, \hspace{0.05cm}{\rm max \hspace{0.05cm} | \hspace{0.05cm} L}}}= \frac{112.5}{200}\hspace{0.1cm}\underline {= 0.5625 }\hspace{0.05cm}.$$

Due to the mismatch, $\eta_{\rm L} < 1$.

(6) With the maximum value $s_{0}$ and the result of (1):

$$s_{\rm eff} = \sqrt{{ E_{\rm B}}/{T}}= \sqrt{{ 2/3 \cdot s_{0}^2}} \hspace{0.3cm} \Rightarrow \hspace{0.3cm}C_{\rm S} ={ s_{\rm 0}}/{s_{\rm eff}}= \sqrt{{ 3}/{2}}\hspace{0.1cm}\underline { \approx 1.225}\hspace{0.05cm}.$$

(7) The system efficiency under peak limitation is smaller than that under power limitation,
because the non-optimal transmitted signal (too small energy) plays a role here in addition to the mismatch:

$$\eta_{\rm A} = \frac{1}{C_{\rm S}^2}\cdot \eta_{\rm L} = \frac{ 2}{3} \cdot 0.5625 =\hspace{0.1cm}\underline { 0.375} \hspace{0.05cm}.$$

@@ Line 1: / Line 1: @@
-{{quiz-Header|Buchseite=Digitalsignalübertragung/Optimierung der Basisbandübertragungssysteme
+{{quiz-Header|Buchseite=Digital_Signal_Transmission/Optimization_of_Baseband_Transmission_Systems
 }}
-[[File:P_ID1294__Dig_A_1_7.png|right|frame|Trapezspektrum]]
+[[File:P_ID1294__Dig_A_1_7.png|right|frame|Transmission pulse&nbsp; "Trapezoid" ]]
-Der Empfänger eines binären Nachrichtenübertragungssystems mit Symboldauer $T$ besteht aus einem Integrator, der durch die Impulsantwort
+The receiver of a binary transmission system with symbol duration &nbsp;$T$&nbsp; consists of an integrator,&nbsp; which is represented by the impulse response
-:$$_{\rm E}(t)  =   \left\{ \begin{array}{c} 1/T   \\
+:$$h_{\rm E}(t)  =   \left\{ \begin{array}{c} 1/T   \\
 \\  \end{array} \right.\quad
-\begin{array}{*{1}c} {\rm{f\ddot{u}r}}
+\begin{array}{*{1}c} {\rm{for}}
-\\  {\rm{f\ddot{u}r}} \\ \end{array}\begin{array}{*{20}c}
+\\  {\rm{for}} \\ \end{array}\begin{array}{*{20}c}
 \hspace{0.05cm}|t| < T/2 \hspace{0.05cm}, \\
-  |t| > T/2 \\
+  |t| > T/2\hspace{0.05cm}. \\
 \end{array}$$
-beschreibbar ist. Danach folgt ein Schwellenwertentscheider mit optimalen Parametern.
+This is followed by a threshold decision with optimal parameters.
-Der Sendegrundimpuls $g_{s}(t)$ gemäß der Grafik ist im Allgemeinen trapezförmig und wird durch die Zeit $T_{1}$ parametrisiert. Für $T_{1} = 0$ ergibt sich ein Dreieckimpuls, für $T_{1} = T$ das NRZ–Rechteck. Die absolute Impulsdauer $T_{\rm S}$ ist stets gleich der Symboldauer $T$, also dem Abstand zweier Sendeimpulse.
+The basic transmission pulse &nbsp;$g_{s}(t)$&nbsp; according to the diagram is generally trapezoidal and is parameterized by the time &nbsp;$T_{1}$:&nbsp;
+*For &nbsp;$T_{1} = 0$&nbsp; the result is a triangular pulse,&nbsp; for &nbsp;$T_{1} = T$&nbsp; the NRZ rectangle.
+*The absolute pulse duration &nbsp;$T_{\rm S}$&nbsp; is always equal to the symbol duration &nbsp;$T$,&nbsp; i.e. the spacing between two transmission pulses.
-Das Signal–zu–Rausch–Leistungsverhältnis (SNR) vor dem Schwellenwertentscheider kann unter der Voraussetzung, dass keine Impulsinterferenzen auftreten, wie folgt berechnet werden:
+The signal-to-noise power ratio&nbsp; $\rm (SNR)$&nbsp; before the threshold decision can be calculated as follows,&nbsp; assuming no intersymbol interfering:
 :$$\rho_d = {g_0^2}/{\sigma_d^2}\hspace{0.05cm}.$$
-Hierbei ist $g_{0} = g_{d}(t = 0)$ der Maximalwert des Detektionsgrundimpulses und
+Here, &nbsp;$g_{0} = g_{d}(t = 0)$&nbsp; is the maximum value of the basic transmission pulse,&nbsp; and
 :$$\sigma_d^2 = {N_0}/{2} \cdot \int_{-\infty}^{+\infty}|h_{\rm E}(t)|^2 \,{\rm d} t = \frac{N_0}{2 \cdot T}$$
-die Rauschleistung nach dem Empfangsfilter bei AWGN–Rauschen an seinem Eingang.
+the noise power after the receiver filter in the presence of AWGN noise at its input.
-Im Laufe dieser Aufgabe werden folgende Größen verwendet:
+In the course of this exercise,&nbsp; the following quantities will be used:
-*$\rho_{d,\rm max | L}$ ist das maximale SNR unter der Nebenbedingung der Leistungsbegrenzung.
+*$\rho_{d,\rm\hspace{0.08cm} max \hspace{0.03cm}|\hspace{0.03cm} L}$&nbsp; is the maximum SNR under the constraint  of&nbsp; "power limitation".
-*$\rho_{d,\rm max | A}$ ist das maximale SNR bei Spitzenwertbegrenzung (Amplitudenbegrenzung).
+*$\rho_{d,\rm\hspace{0.08cm} max \hspace{0.03cm}|\hspace{0.03cm} A}$&nbsp; is the maximum SNR under the constraint of&nbsp; "peak limitation"&nbsp; (or&nbsp; "amplitude limitation").
-Mit diesen Definitionen lassen sich die Systemwirkungsgrade angeben:
+These definitions can be used to specify the system efficiencies:
-:$$\eta_{\rm L}  = \ \frac{\rho_d}{\rho_{d, \hspace{0.05cm}{\rm max \hspace{0.05cm}|\hspace{0.05cm}
+:$$\eta_{\rm L}  = \ \frac{\rho_d}{\rho_{d, \hspace{0.08cm}{\rm max \hspace{0.05cm}|\hspace{0.05cm}
   L}}}\hspace{0.05cm},$$
-:$$\eta_{\rm A} = \ \frac{\rho_d}{\rho_{d, \hspace{0.05cm}{\rm max\hspace{0.05cm} |
+:$$\eta_{\rm A} = \ \frac{\rho_d}{\rho_{d, \hspace{0.08cm}{\rm max\hspace{0.05cm} |
 \hspace{0.05cm} A}}} = {1}/{C_{\rm S}^2}\cdot \eta_{\rm L} \hspace{0.05cm}.$$
-Hierbei bezeichnet der so genannte Crestfaktor $C_{\rm S}$ das Verhältnis zwischen dem Maximalwert und dem Effektivwert (Wurzel aus der Leistung) des Sendesignals $s(t)$.
+Here,&nbsp; the&nbsp; "crest factor" &nbsp; $C_{\rm S}$&nbsp; denotes the ratio between the maximum value and the rms value&nbsp; (root of power)&nbsp; of the transmitted signal &nbsp;$s(t)$.
+Notes:
+*The exercise belongs to the chapter&nbsp;  [[Digital_Signal_Transmission/Optimization_of_Baseband_Transmission_Systems|"Optimization of Baseband Transmission Systems"]].
+*Use the following numerical values to solve the exercise:
+:$$s_0^2 = 10\,{\rm mW},\hspace{0.2cm}T = 3\,{\rm{ &micro; s}}, \hspace{0.2cm}N_0 = 3 \cdot 10^{-10}\,{\rm W/Hz}\hspace{0.05cm}.$$
-''Hinweis:''
-Die Aufgabe gehört zum Themenkomplex von [[Digitalsignalübertragung/Optimierung_der_Basisbandübertragungssysteme|Optimierung der Basisbandübertragungssysteme]].
-Verwenden Sie zur Lösung der Aufgabe folgende Zahlenwerte:
-:$$s_0^2 = 10\,{\rm mW},\hspace{0.2cm}T = 3\,{\rm{ \mu s}}, \hspace{0.2cm}N_0 = 3 \cdot 10^{-10}\,{\rm W/Hz}\hspace{0.05cm}.$$
-===Fragebogen===
+===Questions===
 <quiz display=simple>
-{Berechnen Sie die Impulsenergie $E_{\rm B}$ in Abhängigkeit von $T_{1}$. Welche Werte ergeben sich für $T_{1} = 0$ , $T_{1} = T/2$ und $T_{1} = T$?
+{Calculate the pulse energy &nbsp;$E_{\rm B}$&nbsp; as a function of &nbsp;$T_{1}$.&nbsp; What are the values for &nbsp;$T_{1} = 0$,&nbsp; &nbsp;$T_{1} = T/2$&nbsp; and &nbsp;$T_{1} = T$?
 |type="{}"}
-$T_{1} = 0: E_{\rm B} \ = \ $ { 1 3% } $\ \cdot 10^{-8} \rm Ws$
+$T_{1} = 0\text{:} \hspace{0.75cm}  E_{\rm B} \ = \ $ { 1 3% } $\ \cdot 10^{-8} \, \rm Ws$
-$T_{1} = T/2: E_{\rm B} \ = \ $ { 2 3% } $\ \cdot 10^{-8} \rm Ws$
+$T_{1} = T/2\text{:}\hspace{0.2cm}  E_{\rm B} \ = \ $ { 2 3% } $\ \cdot 10^{-8} \, \rm Ws$
-$T_{1} = T: E_{\rm B} \ = \ $ { 3 3% } $\ \cdot 10^{-8} \rm Ws$
+$T_{1} = T\text{:}\hspace{0.65cm} E_{\rm B} \ = \ $ { 3 3% } $\ \cdot 10^{-8} \, \rm Ws$
-{Welcher Wert $T_{1}$ führt bei Leistungsbegrenzung zum maximal möglichen SNR?
+{What value &nbsp;$T_{1}$&nbsp; leads to the maximum possible SNR when the power is limited?
 |type="{}"}
 $T_{1}/T \ = \ $ { 1 3% }
-{Wie groß ist das maximale SNR bei Leistungsbegrenzung?
+{Therefore,&nbsp; what is the maximum SNR with power limitation?
 |type="{}"}
-$\rho_{d,\rm max | L} \ = \ $ { 200 3% }
+$\rho_{d,\hspace{0.08cm}\rm max \hspace{0.05cm}|\hspace{0.05cm} L} \ = \ $ { 200 3% }
-{Wie groß ist der Detektionsgrundimpuls $g_{d}(t)$ in Impulsmitte mit $T_{1} = T/2$?
+{How large is the basic transmitter pulse &nbsp;$g_{d}(t)$&nbsp; in pulse center for &nbsp;$T_{1} = T/2$?
 |type="{}"}
-$T_{1} = T/2: g_{0} \ = \ $ { 0.075 3% } $\ \rm Ws^{1/2}$
+$g_{0} \ = \ $ { 0.075 3% } $\ \rm \sqrt{W}$
-{Berechnen Sie den Systemwirkungsgrad $\eta_{\rm L}$ bei Leistungsbegrenzung.
+{Calculate the system efficiency &nbsp;$\eta_{\rm L}$&nbsp; when the power is limited  &nbsp;$(T_{1} = T/2)$.
 |type="{}"}
-$T_{1} = T/2: \eta_{\rm L} \ = \ $ { 0.5625 3% }
+$\eta_{\rm L} \ = \ $ { 0.5625 3% }
-{Berechnen Sie den Crestfaktor.
+{Calculate the crest factor &nbsp;$(T_{1} = T/2)$.
 |type="{}"}
-$T_{1} = T/2: C_{\rm S} \ = \ $ { 1.225 3% }
+$C_{\rm S} \ = \ $ { 1.225 3% }
-{Berechnen Sie den Systemwirkungsgrad bei Spitzenwertbegrenzung.
+{Calculate the system efficiency at peak limitation &nbsp;$(T_{1} = T/2)$.
 |type="{}"}
-$T_{1} = T/2:  \eta_{\rm A} \ = \ $ { 0.375 3% }
+$\eta_{\rm A} \ = \ $ { 0.375 3% }
@@ Line 81: / Line 90: @@
 </quiz>
-===Musterlösung===
+===Solution===
 {{ML-Kopf}}
-'''(1)'''&nbsp;
+'''(1)'''&nbsp; To simplify the calculations,&nbsp; we set&nbsp; $T_1' = T_1/2$&nbsp; and&nbsp; $T_2' = (T - T_1)/2$.
-'''(2)'''&nbsp;
+*This gives for the transmitted pulse energy:
-'''(3)'''&nbsp;
+:$$E_{\rm B} =
-'''(4)'''&nbsp;
+ \int_{-\infty}^{+\infty}g_s^2(t) \,{\rm d} t  =
-'''(5)'''&nbsp;
+\cdot \int_{0}^{T_1\hspace{0.0cm}'}g_s^2(t) \,{\rm d}
-'''(6)'''&nbsp;
+ t\hspace{0.2cm}+ \hspace{0.2cm}2 \cdot \int_{T_1\hspace{0.0cm}'}^{T/2}g_s^2(t) \,{\rm d} t
+ \hspace{0.05cm}.$$
+*According to this division,&nbsp; it can also be written:
+:$${E_{\rm B}}/{2} = s_0^2 \cdot T_1\hspace{0.0cm}' + E_2
+ \hspace{0.05cm},\hspace{0.3cm}{\rm with}\hspace{0.3cm}
+E_{\rm 2}   = \
+  \int_{T_1\hspace{0.0cm}'}^{T/2}g_s^2(t) \,{\rm d} t
+ = s_0^2 \cdot \int_{0}^{T_2\hspace{0.0cm}'}\left ( 1 - \frac {t}{T_2\hspace{0.0cm}'}\right )^2 \,{\rm d}
+ t $$
+:$$\Rightarrow \hspace{0.3cm}E_{\rm 2}   = \ s_0^2 \cdot \left [ \int_{0}^{T_2\hspace{0.0cm}'}\,\,{\rm d} t- \frac {2}{T_2\hspace{0.0cm}'} \cdot
+ \int_{0}^{T_2\hspace{0.0cm}'}t \,\,{\rm d} t + \frac {1}{(T_2\hspace{0.0cm}'\hspace{0.02cm})^2} \cdot
+ \int_{0}^{T_2\hspace{0.0cm}'}t^2 \,\,{\rm d} t\right ] = \ s_0^2 \cdot \left [ {T_2\hspace{0.0cm}'} - \frac {2}{T_2\hspace{0.0cm}'} \cdot
+ \frac {(T_2\hspace{0.0cm}'\hspace{0.02cm})^2}{2} + \frac {1}{(T_2\hspace{0.0cm}'\hspace{0.02cm})^2} \cdot
+ \frac {(T_2\hspace{0.0cm}'\hspace{0.02cm})^3}{3}\right ] = s_0^2
+ \cdot\frac {T_2\hspace{0.0cm}'\hspace{0.02cm}}{3}
+ \hspace{0.05cm}.$$
+*Substituted into the above equation one obtains:
+:$${E_{\rm B}}/{2}   = s_0^2  \cdot \frac {T_1}{2}+ s_0^2  \cdot \frac {T-T_1}{2 \cdot
+}= s_0^2  \cdot \left [\frac{T}{6} + \frac{T_1}{3}\right ]\hspace{0.3cm}
+\hspace{0.3cm}\Rightarrow E_{\rm B}   = {s_0^2}/{3}\cdot   \left (T + 2 \cdot T_1 \right )\hspace{0.05cm}.$$
+*With the given values&nbsp; ${s_{0}}^{2} = 10 \ \rm mW$&nbsp; and&nbsp; $T = 3\ \rm &micro; s$&nbsp; we obtain:
+:$$T_1 = 0\text{:} \hspace{0.75cm} {E_{\rm B}}  = \ 1/3 \cdot{s_0^2 \cdot T}= 1/3 \cdot {10^{-2}\,{\rm W} \cdot 3 \cdot 10^{-6}\,{\rm s}} \hspace{0.1cm}\underline {=  1 \cdot 10^{-8}\,{\rm
+ Ws}}\hspace{0.05cm},$$
+:$$T_1 = T/2\text{:} \hspace{0.2cm} {E_{\rm B}} = \ 2/3 \cdot{ s_0^2 \cdot T}= \hspace{2.6cm}\text{...} \hspace{1.4cm}\hspace{0.1cm}\underline {=  2 \cdot 10^{-8}\,{\rm
+ Ws}} \hspace{0.05cm},$$
+:$$T_1 = T\text{:} \hspace{0.65cm} {E_{\rm B}} = \ { s_0^2 \cdot T}= \hspace{3.65cm}\text{...} \hspace{1.4cm}\hspace{0.1cm}\underline {=  3 \cdot 10^{-8}\,{\rm
+ Ws}} \hspace{0.05cm}.$$
+'''(2)'''&nbsp; The system efficiency under power limitation is maximum&nbsp; $(\eta_{\rm L} = 1)$,&nbsp; when the basic transmission pulse&nbsp; $g_{s}(t)$&nbsp; has the same shape as the impulse response $h_{\rm E}(t)$.&nbsp;
+*This is true here for the NRZ transmitted pulse: &nbsp;  $T_1/T \ \underline{= 1}$.
+'''(3)'''&nbsp; Under the condition given in question&nbsp; '''(2)''',&nbsp; the maximum SNR is obtained:
+:$$\rho_{d, \hspace{0.05cm}{\rm max  \hspace{0.05cm}|  \hspace{0.05cm}
+ L}}= \frac{2 \cdot E_{\rm B}}{N_0} = \frac{2 \cdot 3 \cdot 10^{-8}\,{\rm Ws}}{3 \cdot 10^{-10}\,{\rm
+ W/Hz}}\hspace{0.1cm}\underline {= 200} \hspace{0.05cm}.$$
+'''(4)'''&nbsp; In general,&nbsp; $g_{d}(t) = g_{s}(t) ∗ h_{\rm E}(t)$.&nbsp; For&nbsp; $t = 0$,&nbsp; $T_1 = T/2$&nbsp; gives the trapezoidal area for this:
+:$$g_0 = g_d(t=0) = \frac{1}{T} \cdot \int_{-\infty}^{+\infty}g_s(t) \,{\rm d} t = \frac{T + T_1}{2} \cdot s_0 = 0.75 \cdot 0.1 \cdot \sqrt{\rm W} \hspace{0.1cm}\underline {= 0.075 \,\sqrt{\rm W}} \hspace{0.05cm}.$$
+'''(5)'''&nbsp; With&nbsp; $T_1 = T/2$&nbsp; (trapezoidal transmitted pulses),&nbsp; we obtain for the signal-to-noise ratio:
+:$$\rho_d = \frac{g_0^2}{\sigma_d^2}\hspace{0.3cm}{\rm with}\hspace{0.3cm} g_0^2=0.075^2\, {\rm W},\hspace{0.1cm} \sigma_d^2 = \frac{N_0}{2 \cdot T} = 5 \cdot 10^{-5}\,{\rm W}\hspace{0.3cm}
+\Rightarrow \hspace{0.3cm}\rho_d = \frac{0.075^2\, {\rm W}}{5 \cdot 10^{-5}\,{\rm W}} = 112.5 \hspace{0.05cm}.$$
+*Thus,&nbsp; the system efficiency under power limitation with the result of&nbsp; '''(3)''':
+:$$\eta_{\rm L} = \frac{\rho_d}{\rho_{d, \hspace{0.05cm}{\rm max \hspace{0.05cm} | \hspace{0.05cm} L}}}= \frac{112.5}{200}\hspace{0.1cm}\underline {= 0.5625 }\hspace{0.05cm}.$$
+*Due to the mismatch, $\eta_{\rm L} < 1$.
+'''(6)'''&nbsp; With the maximum value&nbsp; $s_{0}$&nbsp; and the result of&nbsp; '''(1)''':
+:$$s_{\rm eff} = \sqrt{{ E_{\rm B}}/{T}}= \sqrt{{ 2/3 \cdot s_{0}^2}} \hspace{0.3cm} \Rightarrow \hspace{0.3cm}C_{\rm S} ={ s_{\rm 0}}/{s_{\rm eff}}= \sqrt{{ 3}/{2}}\hspace{0.1cm}\underline { \approx 1.225}\hspace{0.05cm}.$$
+'''(7)'''&nbsp; The system efficiency under peak limitation is smaller than that under power limitation,&nbsp; <br>because the non-optimal transmitted signal&nbsp; (too small energy)&nbsp; plays a role here in addition to the mismatch:
+:$$\eta_{\rm A} = \frac{1}{C_{\rm S}^2}\cdot \eta_{\rm L} = \frac{ 2}{3} \cdot 0.5625 =\hspace{0.1cm}\underline {  0.375} \hspace{0.05cm}.$$
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-[[Category:Aufgaben zu Digitalsignalübertragung|^1.4 Optimierung der Basisbandsysteme^]]
+[[Category:Digital Signal Transmission: Exercises|^1.4 Optimization of Baseband Systems^]]