Difference between revisions of "Aufgaben:Exercise 4.16: Binary Frequency Shift Keying"
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− | {{quiz-Header|Buchseite= | + | {{quiz-Header|Buchseite=Digital_Signal_Transmission/Carrier_Frequency_Systems_with_Coherent_Demodulation}} |
− | [[File:P_ID2075__Dig_A_4_16.png|right|frame| | + | [[File:P_ID2075__Dig_A_4_16.png|right|frame|FSK band-pass signals]] |
− | + | In binary FSK, the two messages $m_0$ and $m_1$ are represented by two different frequencies. For the two possible band–pass signals then applies in each case in the range $0 ≤ t ≤ T$ with $f_0 = f_{\rm T} + \Delta f_{\rm A}$ as well as $f_1 = f_{\rm T} \, – \Delta f_{\rm A}$: | |
:$$s_{\rm BP0}(t) \hspace{-0.1cm} \ = \ \hspace{-0.1cm} \sqrt{2E/T} \cdot \cos( 2\pi f_0 t)\hspace{0.05cm},$$ | :$$s_{\rm BP0}(t) \hspace{-0.1cm} \ = \ \hspace{-0.1cm} \sqrt{2E/T} \cdot \cos( 2\pi f_0 t)\hspace{0.05cm},$$ | ||
:$$ s_{\rm BP1}(t) \hspace{-0.1cm} \ = \ \hspace{-0.1cm} \sqrt{2E/T} \cdot \cos( 2\pi f_1 t)\hspace{0.05cm}.$$ | :$$ s_{\rm BP1}(t) \hspace{-0.1cm} \ = \ \hspace{-0.1cm} \sqrt{2E/T} \cdot \cos( 2\pi f_1 t)\hspace{0.05cm}.$$ | ||
− | + | The graph shows example signals $($in each case only of one symbol duration $T)$. | |
− | + | *In the above equation, $f_{\rm T}$ indicates the "carrier frequency" and $\Delta f_{\rm A}$ indicates the "frequency deviation" as the maximum deviation of the [[Modulation_Methods/Frequency_Modulation_(FM)#Instantaneous_frequency|"instantaneous frequency"]] from the carrier frequency. | |
+ | * $E$ is the signal energy. Here, it is equally true for the "average symbol energy" and the "average bit energy": | ||
+ | :$$E_{\rm S} = E_{\rm B} = E\hspace{0.05cm}.$$ | ||
+ | Mostly one works with the "modulation index", which is defined as the ratio of total frequency deviation and symbol rate: | ||
+ | :$$h = \frac{2 \cdot \Delta f_{\rm A}}{1/T} = 2 \cdot \Delta f_{\rm A} \cdot T \hspace{0.05cm}.$$ | ||
− | === | + | Using $h$, the equivalent low-pass representation leads to the two complex signals |
+ | :$$ s_{\rm TP0}(t) \hspace{-0.1cm} \ = \ \hspace{-0.1cm} \sqrt{E/T} \cdot {\rm e}^{\hspace{0.05cm}+{\rm j} \hspace{0.03cm}\cdot \hspace{0.03cm} \pi \hspace{0.03cm}\cdot \hspace{0.03cm} h \hspace{0.03cm}\cdot \hspace{0.03cm}t/T}\hspace{0.05cm},\hspace{0.2cm} 0 \le t \le T\hspace{0.05cm},$$ | ||
+ | :$$ s_{\rm TP1}(t) \hspace{-0.1cm} \ = \ \hspace{-0.1cm} \sqrt{E/T} \cdot {\rm e}^{\hspace{0.05cm}-{\rm j} \hspace{0.03cm}\cdot \hspace{0.03cm} \pi \hspace{0.03cm}\cdot \hspace{0.03cm} h \hspace{0.03cm}\cdot \hspace{0.03cm}t/T}\hspace{0.05cm},\hspace{0.2cm} 0 \le t \le T\hspace{0.05cm}.$$ | ||
+ | |||
+ | An orthogonal FSK exists when the inner product gives the value $0$: | ||
+ | :$$< \hspace{-0.05cm}s_{\rm TP0}(t) \cdot s_{\rm TP1}(t) \hspace{-0.05cm}> \hspace{0.2cm}= | ||
+ | \int_{0}^{T} s_{\rm TP0}(t) \cdot s_{\rm TP1}^{\star}(t) \,{\rm d} t =0 \hspace{0.05cm}.$$ | ||
+ | |||
+ | In this case, non-coherent demodulation as described in the chapter [[Digital_Signal_Transmission/Carrier_Frequency_Systems_with_Non-Coherent_Demodulation| "Carrier Frequency Systems with Non-Coherent Demodulation"]] is also possible. | ||
+ | |||
+ | The inner product of the band–pass signals can be determined from the inner product of the low–pass signals by real partitioning: | ||
+ | :$$< \hspace{-0.05cm}s_{\rm BP0}(t) \cdot s_{\rm BP1}(t) \hspace{-0.05cm}> \hspace{0.2cm}= | ||
+ | {\rm Re}\left [ \hspace{0.1cm}< \hspace{-0.05cm}s_{\rm TP0}(t) \cdot s_{\rm TP1}(t) \hspace{-0.05cm}> \hspace{0.15cm} \right ]\hspace{0.05cm}.$$ | ||
+ | |||
+ | If $〈 s_{\rm BP0}(t) \cdot s_{\rm BP1}(t)〉 = 0$, but at the same time $〈 s_{\rm TP0}(t) \cdot s_{\rm TP1}(t)〉 ≠ 0$, | ||
+ | *so coherent demodulation is possible, | ||
+ | |||
+ | *but no non-coherent demodulation. | ||
+ | |||
+ | |||
+ | |||
+ | |||
+ | |||
+ | Notes: | ||
+ | * The exercise belongs to the chapter [[Digital_Signal_Transmission/Carrier_Frequency_Systems_with_Coherent_Demodulation| "Carrier Frequency Systems with Coherent Demodulation"]]. | ||
+ | |||
+ | * Reference is made in particular to the sections [[Digital_Signal_Transmission/Carrier_Frequency_Systems_with_Coherent_Demodulation#Binary_frequency_shift_keying_.282.E2.80.93FSK.29|"Binary Frequency Shift Keying"]] $\rm (BFSK)$ and [[Digital_Signal_Transmission/Carrier_Frequency_Systems_with_Coherent_Demodulation#Minimum_Shift_Keying_.28MSK.29|"Minimum Shift Keying"]] $\rm (MSK)$. | ||
+ | |||
+ | |||
+ | |||
+ | |||
+ | ===Questions=== | ||
<quiz display=simple> | <quiz display=simple> | ||
− | { | + | {Which carrier frequency $f_{\rm T}$ and which frequency deviation $\Delta f_{\rm A}$ are the basis of the graph in the information section? |
+ | |type="{}"} | ||
+ | $f_{\rm T}\hspace{0.48cm} = \ $ { 4 3% } $\ \cdot 1/T$ | ||
+ | $\Delta f_{\rm A}\ = \ $ { 0.5 3% } $\ \cdot 1/T$ | ||
+ | |||
+ | {To what modulation index $h$ does this frequency deviation correspond? | ||
+ | |type="{}"} | ||
+ | $h\ = \ ${ 1 3% } | ||
+ | |||
+ | {For which values of $h$ is the orthogonality of the low–pass signals given? | ||
+ | |type="[]"} | ||
+ | - $h = 0.5$, | ||
+ | - $h = \pi/4$, | ||
+ | + $h = 1$, | ||
+ | + $h = 2$. | ||
+ | |||
+ | {For which values of $h$ is the orthogonality of the band–pass signals given? | ||
|type="[]"} | |type="[]"} | ||
− | + | + | + $h = 0.5$, |
− | - | + | - $h = \pi/4$, |
+ | + $h = 1$, | ||
+ | + $h = 2$. | ||
− | { | + | {Which statements are true regarding coherent or non-coherent demodulation? |
− | |type=" | + | |type="[]"} |
− | + | - Coherent demodulation is always possible. | |
+ | + If non-coherent demodulation is possible, coherent demodulation is also possible. | ||
+ | - If coherent demodulation is possible, non-coherent demodulation is also possible. | ||
</quiz> | </quiz> | ||
− | === | + | ===Solution=== |
{{ML-Kopf}} | {{ML-Kopf}} | ||
− | '''(1)''' | + | '''(1)''' By counting the oscillations within a symbol duration $T$, the two frequencies $f_0 = 4.5/T$ and $f_1 = 3.5/T$ are obtained. |
− | '''(2)''' | + | |
− | '''(3)''' | + | *From this carrier frequencies and frequency deviations are calculated to |
− | '''(4)''' | + | :$$f_{\rm T} \hspace{-0.1cm} \ = \ \hspace{-0.1cm} {1}/{2}\cdot (f_0 + f_1) = \underline{4 \cdot 1/T}\hspace{0.05cm},$$ |
− | '''(5)''' | + | :$$ \Delta f_{\rm A} \hspace{-0.1cm} \ = \ \hspace{-0.1cm} {1}/{2}\cdot (f_0 - f_1)= \underline{0.5 \cdot 1/T }\hspace{0.05cm}.$$ |
+ | |||
+ | |||
+ | '''(2)''' With the given equation, the modulation index is: | ||
+ | :$$h = 2 \cdot \Delta f_{\rm A} \cdot T = 2 \cdot 0.5 \cdot 1/T \cdot T \hspace{0.3cm} \Rightarrow \hspace{0.3cm} \underline{h= 1}\hspace{0.05cm}. $$ | ||
+ | |||
+ | |||
+ | '''(3)''' The inner product of the low–pass signals is: | ||
+ | :$$< \hspace{-0.05cm} s_{\rm TP0}(t) \hspace{0.01cm} \ \cdot \ \hspace{0.01cm} s_{\rm TP1}(t) \hspace{-0.05cm} > \hspace{0.2cm} = | ||
+ | \int_{0}^{T} s_{\rm TP0}(t) \cdot s_{\rm TP1}^{\star}(t) \,{\rm d} t = \frac{E}{T} \cdot \int_{0}^{T} {\rm e}^{\hspace{0.05cm}{\rm j} 2\pi h \hspace{0.03cm}\cdot \hspace{0.03cm}t/T} \,{\rm d} t = \frac{E}{{\rm j}2\pi h} \cdot \left [ {\rm e}^{\hspace{0.05cm}{\rm j} 2\pi h} - 1 \right ] | ||
+ | \hspace{0.05cm}.$$ | ||
+ | |||
+ | Orthogonality means that this inner product must be $0$: | ||
+ | :$$< \hspace{-0.05cm} s_{\rm TP0}(t) \cdot s_{\rm TP1}(t) \hspace{-0.05cm} > \hspace{0.2cm} = | ||
+ | \frac{E}{{\rm j}2\pi h} \cdot \left [ {\rm e}^{\hspace{0.05cm}{\rm j} 2\pi h} - 1 \right ] = 0 | ||
+ | \hspace{0.3cm}\Rightarrow \hspace{0.3cm} h = 1, 2, 3, ...$$ | ||
+ | |||
+ | Consequently, <u>solutions 3 and 4</u> are correct: | ||
+ | *If the modulation index $h$ is integer, non-coherent demodulation can be performed without violating orthogonality. | ||
+ | |||
+ | |||
+ | |||
+ | '''(4)''' <u>Solutions 1, 3 and 4</u> are correct: | ||
+ | *For the inner product of the band–pass signals, according to the explanations in the information section, it can be written: | ||
+ | :$$< \hspace{-0.05cm}s_{\rm BP0}(t) \hspace{0.01cm} \ \cdot \ \hspace{0.01cm} s_{\rm BP1}(t) \hspace{-0.05cm}> \hspace{0.2cm}= | ||
+ | {\rm Re}\left [ \hspace{0.1cm}< \hspace{-0.05cm}s_{\rm TP0}(t) \cdot s_{\rm TP1}(t) \hspace{-0.05cm}> \hspace{0.2cm} \right ] = {\rm Re}\left [ \frac{E}{{\rm j}2\pi h} \cdot \left ( {\rm e}^{\hspace{0.05cm}{\rm j} 2\pi h} - 1 \right ) \right ]$$ | ||
+ | :$$ \Rightarrow\hspace{0.3cm}< \hspace{-0.05cm}s_{\rm BP0}(t) \hspace{0.01cm} \ \cdot \ \hspace{0.01cm} s_{\rm BP1}(t) \hspace{-0.05cm}> \hspace{0.2cm}= {\rm Re}\left [ \frac{E}{2\pi h} \cdot \left ( \sin( 2\pi h) - {\rm j} \cdot [\cos( 2\pi h) - 1 ]\right ) \right ] = \frac{E \cdot \sin( 2\pi h)}{2\pi h} \hspace{0.05cm}.$$ | ||
+ | *This result is $0$ whenever the modulation index $h$ is an integer multiple of $0.5$. | ||
+ | |||
+ | |||
+ | '''(5)''' <u>Solution 2</u> is correct. | ||
+ | *For coherent demodulation, $h$ must be a multiple of $0.5$. | ||
+ | |||
+ | *If non-coherent demodulation is possible, as for example in the case considered here ($h = 1$), coherent demodulation is also applicable. | ||
+ | |||
+ | *In contrast, for $h = 0.5$, coherent demodulation can be applied, but non-coherent demodulation (which relies on the envelope) fails. | ||
{{ML-Fuß}} | {{ML-Fuß}} | ||
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− | [[Category: | + | [[Category:Digital Signal Transmission: Exercises|^4.4 Coherent Demodulation^]] |
Latest revision as of 20:51, 1 September 2022
In binary FSK, the two messages $m_0$ and $m_1$ are represented by two different frequencies. For the two possible band–pass signals then applies in each case in the range $0 ≤ t ≤ T$ with $f_0 = f_{\rm T} + \Delta f_{\rm A}$ as well as $f_1 = f_{\rm T} \, – \Delta f_{\rm A}$:
- $$s_{\rm BP0}(t) \hspace{-0.1cm} \ = \ \hspace{-0.1cm} \sqrt{2E/T} \cdot \cos( 2\pi f_0 t)\hspace{0.05cm},$$
- $$ s_{\rm BP1}(t) \hspace{-0.1cm} \ = \ \hspace{-0.1cm} \sqrt{2E/T} \cdot \cos( 2\pi f_1 t)\hspace{0.05cm}.$$
The graph shows example signals $($in each case only of one symbol duration $T)$.
- In the above equation, $f_{\rm T}$ indicates the "carrier frequency" and $\Delta f_{\rm A}$ indicates the "frequency deviation" as the maximum deviation of the "instantaneous frequency" from the carrier frequency.
- $E$ is the signal energy. Here, it is equally true for the "average symbol energy" and the "average bit energy":
- $$E_{\rm S} = E_{\rm B} = E\hspace{0.05cm}.$$
Mostly one works with the "modulation index", which is defined as the ratio of total frequency deviation and symbol rate:
- $$h = \frac{2 \cdot \Delta f_{\rm A}}{1/T} = 2 \cdot \Delta f_{\rm A} \cdot T \hspace{0.05cm}.$$
Using $h$, the equivalent low-pass representation leads to the two complex signals
- $$ s_{\rm TP0}(t) \hspace{-0.1cm} \ = \ \hspace{-0.1cm} \sqrt{E/T} \cdot {\rm e}^{\hspace{0.05cm}+{\rm j} \hspace{0.03cm}\cdot \hspace{0.03cm} \pi \hspace{0.03cm}\cdot \hspace{0.03cm} h \hspace{0.03cm}\cdot \hspace{0.03cm}t/T}\hspace{0.05cm},\hspace{0.2cm} 0 \le t \le T\hspace{0.05cm},$$
- $$ s_{\rm TP1}(t) \hspace{-0.1cm} \ = \ \hspace{-0.1cm} \sqrt{E/T} \cdot {\rm e}^{\hspace{0.05cm}-{\rm j} \hspace{0.03cm}\cdot \hspace{0.03cm} \pi \hspace{0.03cm}\cdot \hspace{0.03cm} h \hspace{0.03cm}\cdot \hspace{0.03cm}t/T}\hspace{0.05cm},\hspace{0.2cm} 0 \le t \le T\hspace{0.05cm}.$$
An orthogonal FSK exists when the inner product gives the value $0$:
- $$< \hspace{-0.05cm}s_{\rm TP0}(t) \cdot s_{\rm TP1}(t) \hspace{-0.05cm}> \hspace{0.2cm}= \int_{0}^{T} s_{\rm TP0}(t) \cdot s_{\rm TP1}^{\star}(t) \,{\rm d} t =0 \hspace{0.05cm}.$$
In this case, non-coherent demodulation as described in the chapter "Carrier Frequency Systems with Non-Coherent Demodulation" is also possible.
The inner product of the band–pass signals can be determined from the inner product of the low–pass signals by real partitioning:
- $$< \hspace{-0.05cm}s_{\rm BP0}(t) \cdot s_{\rm BP1}(t) \hspace{-0.05cm}> \hspace{0.2cm}= {\rm Re}\left [ \hspace{0.1cm}< \hspace{-0.05cm}s_{\rm TP0}(t) \cdot s_{\rm TP1}(t) \hspace{-0.05cm}> \hspace{0.15cm} \right ]\hspace{0.05cm}.$$
If $〈 s_{\rm BP0}(t) \cdot s_{\rm BP1}(t)〉 = 0$, but at the same time $〈 s_{\rm TP0}(t) \cdot s_{\rm TP1}(t)〉 ≠ 0$,
- so coherent demodulation is possible,
- but no non-coherent demodulation.
Notes:
- The exercise belongs to the chapter "Carrier Frequency Systems with Coherent Demodulation".
- Reference is made in particular to the sections "Binary Frequency Shift Keying" $\rm (BFSK)$ and "Minimum Shift Keying" $\rm (MSK)$.
Questions
Solution
- From this carrier frequencies and frequency deviations are calculated to
- $$f_{\rm T} \hspace{-0.1cm} \ = \ \hspace{-0.1cm} {1}/{2}\cdot (f_0 + f_1) = \underline{4 \cdot 1/T}\hspace{0.05cm},$$
- $$ \Delta f_{\rm A} \hspace{-0.1cm} \ = \ \hspace{-0.1cm} {1}/{2}\cdot (f_0 - f_1)= \underline{0.5 \cdot 1/T }\hspace{0.05cm}.$$
(2) With the given equation, the modulation index is:
- $$h = 2 \cdot \Delta f_{\rm A} \cdot T = 2 \cdot 0.5 \cdot 1/T \cdot T \hspace{0.3cm} \Rightarrow \hspace{0.3cm} \underline{h= 1}\hspace{0.05cm}. $$
(3) The inner product of the low–pass signals is:
- $$< \hspace{-0.05cm} s_{\rm TP0}(t) \hspace{0.01cm} \ \cdot \ \hspace{0.01cm} s_{\rm TP1}(t) \hspace{-0.05cm} > \hspace{0.2cm} = \int_{0}^{T} s_{\rm TP0}(t) \cdot s_{\rm TP1}^{\star}(t) \,{\rm d} t = \frac{E}{T} \cdot \int_{0}^{T} {\rm e}^{\hspace{0.05cm}{\rm j} 2\pi h \hspace{0.03cm}\cdot \hspace{0.03cm}t/T} \,{\rm d} t = \frac{E}{{\rm j}2\pi h} \cdot \left [ {\rm e}^{\hspace{0.05cm}{\rm j} 2\pi h} - 1 \right ] \hspace{0.05cm}.$$
Orthogonality means that this inner product must be $0$:
- $$< \hspace{-0.05cm} s_{\rm TP0}(t) \cdot s_{\rm TP1}(t) \hspace{-0.05cm} > \hspace{0.2cm} = \frac{E}{{\rm j}2\pi h} \cdot \left [ {\rm e}^{\hspace{0.05cm}{\rm j} 2\pi h} - 1 \right ] = 0 \hspace{0.3cm}\Rightarrow \hspace{0.3cm} h = 1, 2, 3, ...$$
Consequently, solutions 3 and 4 are correct:
- If the modulation index $h$ is integer, non-coherent demodulation can be performed without violating orthogonality.
(4) Solutions 1, 3 and 4 are correct:
- For the inner product of the band–pass signals, according to the explanations in the information section, it can be written:
- $$< \hspace{-0.05cm}s_{\rm BP0}(t) \hspace{0.01cm} \ \cdot \ \hspace{0.01cm} s_{\rm BP1}(t) \hspace{-0.05cm}> \hspace{0.2cm}= {\rm Re}\left [ \hspace{0.1cm}< \hspace{-0.05cm}s_{\rm TP0}(t) \cdot s_{\rm TP1}(t) \hspace{-0.05cm}> \hspace{0.2cm} \right ] = {\rm Re}\left [ \frac{E}{{\rm j}2\pi h} \cdot \left ( {\rm e}^{\hspace{0.05cm}{\rm j} 2\pi h} - 1 \right ) \right ]$$
- $$ \Rightarrow\hspace{0.3cm}< \hspace{-0.05cm}s_{\rm BP0}(t) \hspace{0.01cm} \ \cdot \ \hspace{0.01cm} s_{\rm BP1}(t) \hspace{-0.05cm}> \hspace{0.2cm}= {\rm Re}\left [ \frac{E}{2\pi h} \cdot \left ( \sin( 2\pi h) - {\rm j} \cdot [\cos( 2\pi h) - 1 ]\right ) \right ] = \frac{E \cdot \sin( 2\pi h)}{2\pi h} \hspace{0.05cm}.$$
- This result is $0$ whenever the modulation index $h$ is an integer multiple of $0.5$.
(5) Solution 2 is correct.
- For coherent demodulation, $h$ must be a multiple of $0.5$.
- If non-coherent demodulation is possible, as for example in the case considered here ($h = 1$), coherent demodulation is also applicable.
- In contrast, for $h = 0.5$, coherent demodulation can be applied, but non-coherent demodulation (which relies on the envelope) fails.