Aufgaben:Exercise 1.10Z: Gaussian Band-Pass: Difference between revisions
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{{quiz-Header|Buchseite= | {{quiz-Header|Buchseite=Digital_Signal_Transmission/Linear_Digital_Modulation_-_Coherent_Demodulation | ||
}} | }} | ||
[[File:|right|]] | [[File:P_ID1697__Dig_Z_4_3.png|right|frame|Gaussian band-pass channel]] | ||
For this exercise we assume: | |||
*Binary phase modulation $\rm (BPSK)$ is used for modulation. | |||
*Demodulation is synchronous in frequency and phase. | |||
=== | For carrier frequency modulated transmission, the channel frequency response $H_{\rm K}(f)$ must always be assumed to be a band-pass. The channel parameters are e.g. the center frequency $f_{\rm M}$ and the bandwidth $\Delta f_{\rm K}$, where the center frequency (German: "Mittenfrequenz" ⇒ subscipt: "M") $f_{\rm M}$ often coincides with the carrier frequency (German: "Trägerfrequenz" ⇒ subscipt: "T") $f_{\rm T}$. | ||
In this exercise we will assume a Gaussian band-pass according to the diagram. For its frequency response holds: | |||
:$$H_{\rm K}(f) = {\rm exp} \left [ - \pi \cdot \left ( \frac {f - f_{\rm M} }{\Delta f_{\rm K}}\right )^2 \right ]+{\rm exp} \left [ - \pi \cdot \left ( \frac {f + f_{\rm M} }{\Delta f_{\rm K}}\right )^2 \right ]$$ | |||
For a simpler description, one often uses the equivalent low-pass ("TP") frequency response $H_{\rm K,TP}(f)$. This results from $H_{\rm K}(f)$ by | |||
*truncating the components at negative frequencies, | |||
*shifting the spectrum by $f_{\rm T}$ to the left. | |||
In the considered example with $f_{\rm T} = f_{\rm M}$ for the equivalent low-pass frequency response results: | |||
:$$ H_{\rm K,\hspace{0.04cm} TP}(f) = {\rm e}^ { - \pi \hspace{0.04cm}\cdot \hspace{0.04cm}\left ( {f }/{\Delta f_{\rm K}}\right )^2 }.$$ | |||
The corresponding time function ("inverse Fourier transform") is: | |||
:$$ h_{\rm K,\hspace{0.04cm} TP}(t) = \Delta f_{\rm K} \cdot {\rm e}^ { - \pi \hspace{0.04cm}\cdot \hspace{0.04cm}\left ( {\Delta f_{\rm K}} \cdot t \right )^2 }.$$ | |||
However, the frequency response is also suitable for describing a phase-synchronous BPSK system in the low-pass range | |||
:$$H_{\rm MKD}(f) = {1}/{2} \cdot \left [ H_{\rm K}(f-f_{\rm T}) + H_{\rm K}(f+f_{\rm T})\right ] ,$$ | |||
where "MKD" stands for "modulator – channel (Kanal) – demodulator". Often - but not always - $H_{\rm MKD}(f)$ and $H_{\rm K,TP}(f)$ are identical. | |||
Notes: | |||
*The exercise belongs to the chapter [[Digital_Signal_Transmission/Linear_Digital_Modulation_-_Coherent_Demodulation|"Linear Digital Modulation - Coherent Demodulation"]]. | |||
*Reference is made in particular to the section [[Digital_Signal_Transmission/Linear_Digital_Modulation_-_Coherent_Demodulation#Baseband_model_for_ASK_and_BPSK|"Baseband model for ASK and BPSK"]]. | |||
===Questions=== | |||
<quiz display=simple> | <quiz display=simple> | ||
{ | |||
{Give the impulse response $h_{\rm K}(t)$ of the Gaussian band-pass channel. What is the (normalized) value for time $t = 0$? | |||
|type="{}"} | |||
$ h_{\rm K}(t)/\Delta f_{\rm K} \ = \ $ { 2 3% } | |||
{Which statements are valid under the condition $f_{\rm T} = f_{\rm M}$? | |||
|type="[]"} | |type="[]"} | ||
- | -$H_{\rm K,TP}(f)$ and $H_{\rm MKD}(f)$ coincide completely. | ||
+ | +$H_{\rm K,TP}(f)$ and $H_{\rm MKD}(f)$ are the same for low frequencies. | ||
+The time function $h_{\rm K,TP}(t)$ is real. | |||
+The time function $h_{\rm MKD}(t)$ is real. | |||
{Which statements are true under the condition $f_{\rm T} \neq f_{\rm M}$? | |||
|type="[]"} | |||
-$H_{\rm K,TP}(f)$ and $H_{\rm MKD}(f)$ coincide completely. | |||
-$H_{\rm K,TP}(f)$ and $H_{\rm MKD}(f)$ are the same for low frequencies. | |||
-The time function $h_{\rm K,TP}(t)$ is real. | |||
+The time function $h_{\rm MKD}(t)$ is real. | |||
{ | {What should be true with respect to a smaller bit error probability? | ||
|type=" | |type="()"} | ||
$\ | +$f_{\rm M} = f_{\rm T}$, | ||
- $f_{\rm M} \neq f_{\rm T}$. | |||
</quiz> | </quiz> | ||
=== | ===Solution=== | ||
{{ML-Kopf}} | {{ML-Kopf}} | ||
'''(1)''' | '''(1)''' For the band-pass frequency response $H_{\rm K}(f)$ we can write: | ||
'''(2)''' | :$$H_{\rm K}(f) = H_{\rm K,\hspace{0.04cm} TP}(f) \star \big [ \delta (f - f_{\rm M}) + \delta (f + f_{\rm M}) \big ] .$$ | ||
'''(3)''' | *The Fourier inverse transform of the bracket expression yields a cosine function of frequency $f_{\rm M}$ with amplitude $2$. | ||
*Thus, according to the convolution theorem: | |||
'''( | :$$h_{\rm K}(t) = 2 \cdot \Delta f_{\rm K} \cdot {\rm exp} \left [ - \pi \cdot \left ( {\Delta f_{\rm K}} \cdot t \right )^2 \right ] \cdot \cos(2 \pi f_{\rm M} t ) \hspace{0.3cm} \Rightarrow \hspace{0.3cm}h_{\rm K}(t = 0)/\Delta f_{\rm K} \hspace{0.1cm}\underline {= 2}.$$ | ||
*This means: The low-pass impulse response $h_{\rm K,\hspace{0.04cm}TP}(t)$ is identical in shape to the envelope of the band-pass impulse response $h_{\rm K}(t)$, but twice as large. | |||
[[File:P_ID1698__Dig_Z_4_3_b.png|right|frame|Resulting baseband frequency response for $f_{\rm T} = f_{\rm M}$]] | |||
'''(2)''' <u>Statements 2, 3 and 4</u> are correct: | |||
*The first statement is false because $H_{\rm MKD}(f)$ also has components around $\pm 2f_{\rm T}$. | |||
*The time function $h_{\rm K,\hspace{0.04cm}TP}(t)$ is real according to the given equation. | |||
*The same is true for $h_{\rm MKD}(t)$ also considering the $\pm 2f_{\rm T}$ parts, since $H_{\rm MKD}(f)$ is an even function with respect to $f = 0$. | |||
*The diagram shows $H_{\rm MKD}(f)$, which also has components around $\pm 2f_{\rm T}$. At low frequencies, $H_{\rm K,\hspace{0.04cm}TP}(f)$ is identical to $H_{\rm MKD}(f)$. | |||
[[File:P_ID1699__Dig_Z_4_3c.png|right|frame|Resulting baseband frequency response for $f_{\rm T} \ne f_{\rm M}$]] | |||
'''(3)''' Only <u>solution 4</u> is correct: | |||
*Here $H_{\rm K,\hspace{0.04cm}TP}(f)$ and $H_{\rm MKD}(f)$ differ even at the low frequencies. | |||
*$H_{\rm K,\hspace{0.04cm}TP}(f)$ is a Gaussian function with maximum at $f_{ε} = f_{\rm M} - f_{\rm T}$. | |||
*Because of this asymmetry, $h_{\rm K,\hspace{0.04cm}TP}(t)$ is complex. | |||
*In contrast, $H_{\rm MKD}(f)$ is still an even function with respect to $f = 0$ with real impulse response $h_{\rm MKD}(t)$. | |||
*$H_{\rm MKD}(f)$ is composed of two Gaussian functions at $± f_ε$. | |||
'''(4)''' Correct is of course the <u>first answer.</u> | |||
{{ML-Fuß}} | {{ML-Fuß}} | ||
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[[Category: | [[Category:Digital Signal Transmission: Exercises|^1.5 Linear Digital Modulation^]] | ||
[[de:Aufgaben:Aufgabe 1.10Z: Gauß-Bandpass]] | |||
Latest revision as of 17:55, 16 March 2026

For this exercise we assume:
- Binary phase modulation $\rm (BPSK)$ is used for modulation.
- Demodulation is synchronous in frequency and phase.
For carrier frequency modulated transmission, the channel frequency response $H_{\rm K}(f)$ must always be assumed to be a band-pass. The channel parameters are e.g. the center frequency $f_{\rm M}$ and the bandwidth $\Delta f_{\rm K}$, where the center frequency (German: "Mittenfrequenz" ⇒ subscipt: "M") $f_{\rm M}$ often coincides with the carrier frequency (German: "Trägerfrequenz" ⇒ subscipt: "T") $f_{\rm T}$.
In this exercise we will assume a Gaussian band-pass according to the diagram. For its frequency response holds:
- $$H_{\rm K}(f) = {\rm exp} \left [ - \pi \cdot \left ( \frac {f - f_{\rm M} }{\Delta f_{\rm K}}\right )^2 \right ]+{\rm exp} \left [ - \pi \cdot \left ( \frac {f + f_{\rm M} }{\Delta f_{\rm K}}\right )^2 \right ]$$
For a simpler description, one often uses the equivalent low-pass ("TP") frequency response $H_{\rm K,TP}(f)$. This results from $H_{\rm K}(f)$ by
- truncating the components at negative frequencies,
- shifting the spectrum by $f_{\rm T}$ to the left.
In the considered example with $f_{\rm T} = f_{\rm M}$ for the equivalent low-pass frequency response results:
- $$ H_{\rm K,\hspace{0.04cm} TP}(f) = {\rm e}^ { - \pi \hspace{0.04cm}\cdot \hspace{0.04cm}\left ( {f }/{\Delta f_{\rm K}}\right )^2 }.$$
The corresponding time function ("inverse Fourier transform") is:
- $$ h_{\rm K,\hspace{0.04cm} TP}(t) = \Delta f_{\rm K} \cdot {\rm e}^ { - \pi \hspace{0.04cm}\cdot \hspace{0.04cm}\left ( {\Delta f_{\rm K}} \cdot t \right )^2 }.$$
However, the frequency response is also suitable for describing a phase-synchronous BPSK system in the low-pass range
- $$H_{\rm MKD}(f) = {1}/{2} \cdot \left [ H_{\rm K}(f-f_{\rm T}) + H_{\rm K}(f+f_{\rm T})\right ] ,$$
where "MKD" stands for "modulator – channel (Kanal) – demodulator". Often - but not always - $H_{\rm MKD}(f)$ and $H_{\rm K,TP}(f)$ are identical.
Notes:
- The exercise belongs to the chapter "Linear Digital Modulation - Coherent Demodulation".
- Reference is made in particular to the section "Baseband model for ASK and BPSK".
Questions
Solution
- $$H_{\rm K}(f) = H_{\rm K,\hspace{0.04cm} TP}(f) \star \big [ \delta (f - f_{\rm M}) + \delta (f + f_{\rm M}) \big ] .$$
- The Fourier inverse transform of the bracket expression yields a cosine function of frequency $f_{\rm M}$ with amplitude $2$.
- Thus, according to the convolution theorem:
- $$h_{\rm K}(t) = 2 \cdot \Delta f_{\rm K} \cdot {\rm exp} \left [ - \pi \cdot \left ( {\Delta f_{\rm K}} \cdot t \right )^2 \right ] \cdot \cos(2 \pi f_{\rm M} t ) \hspace{0.3cm} \Rightarrow \hspace{0.3cm}h_{\rm K}(t = 0)/\Delta f_{\rm K} \hspace{0.1cm}\underline {= 2}.$$
- This means: The low-pass impulse response $h_{\rm K,\hspace{0.04cm}TP}(t)$ is identical in shape to the envelope of the band-pass impulse response $h_{\rm K}(t)$, but twice as large.

(2) Statements 2, 3 and 4 are correct:
- The first statement is false because $H_{\rm MKD}(f)$ also has components around $\pm 2f_{\rm T}$.
- The time function $h_{\rm K,\hspace{0.04cm}TP}(t)$ is real according to the given equation.
- The same is true for $h_{\rm MKD}(t)$ also considering the $\pm 2f_{\rm T}$ parts, since $H_{\rm MKD}(f)$ is an even function with respect to $f = 0$.
- The diagram shows $H_{\rm MKD}(f)$, which also has components around $\pm 2f_{\rm T}$. At low frequencies, $H_{\rm K,\hspace{0.04cm}TP}(f)$ is identical to $H_{\rm MKD}(f)$.

(3) Only solution 4 is correct:
- Here $H_{\rm K,\hspace{0.04cm}TP}(f)$ and $H_{\rm MKD}(f)$ differ even at the low frequencies.
- $H_{\rm K,\hspace{0.04cm}TP}(f)$ is a Gaussian function with maximum at $f_{ε} = f_{\rm M} - f_{\rm T}$.
- Because of this asymmetry, $h_{\rm K,\hspace{0.04cm}TP}(t)$ is complex.
- In contrast, $H_{\rm MKD}(f)$ is still an even function with respect to $f = 0$ with real impulse response $h_{\rm MKD}(t)$.
- $H_{\rm MKD}(f)$ is composed of two Gaussian functions at $± f_ε$.
(4) Correct is of course the first answer.