Difference between revisions of "Modulation Methods/Objectives of Modulation and Demodulation"

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== # OVERVIEW OF THE FIRST MAIN CHAPTER # ==
 
== # OVERVIEW OF THE FIRST MAIN CHAPTER # ==
 
<br>
 
<br>
This book deals with&nbsp;<i>Modulation</i> and&nbsp;<i>Demodulation</i>&nbsp;, two classical and important methods for communications engineering, which already have a very long tradition but are nevertheless constantly developing.&nbsp;
+
This book deals with&nbsp;&raquo;<b>modulation</b>&laquo; and&nbsp;&raquo;<b>demodulation</b>&laquo;,&nbsp; two classical and important methods for Communications Engineering,&nbsp; which already have a very long tradition but are nevertheless constantly developing.&nbsp;
  
Before analog amplitude and angle modulation are described in detail in the following chapters, along with today's more relevant digital modulation methods, this first chapter introduces the definitions and descriptive variables which are equally valid for all systems.&nbsp;  
+
Before&nbsp; &raquo;'''analog amplitude and angle modulation'''&laquo;&nbsp; are described in detail in the following chapters,&nbsp; along with today's more relevant digital modulation methods,&nbsp; this first chapter introduces the definitions and descriptive variables which are equally valid for all systems.&nbsp;  
  
 
This chapter deals in detail with:
 
This chapter deals in detail with:
* the&nbsp;<i>objectives</i>&nbsp; of Modulation and Demodulation,
+
# the&nbsp; &raquo;objectives&laquo;&nbsp; of modulation and demodulation,
* the differences and similarities between <i>analog</i>&nbsp; and&nbsp;<i>digital</i>&nbsp; modulation techniques,
+
# the&nbsp; &raquo;differences and similarities&laquo;&nbsp; between analog and digital modulation techniques,
* the&nbsp;<i>signal-to-noise power ratio</i>&nbsp; as a very general quality criterion,
+
# the&nbsp; &raquo;signal-to-noise power ratio&laquo;&nbsp; as a very general quality criterion,
* <i>linear</i>&nbsp; and&nbsp;<i>non-linear distortions</i>&nbsp; due to modulation/demodulation,
+
# &raquo;linear" and&nbsp; &raquo;non-linear distortions&laquo;&nbsp; due to modulation/demodulation,
* degradation in the presence of&nbsp;<i>stochastic interference</i>,&nbsp; such as noise,  
+
# degradation in the presence of&nbsp; &raquo;stochastic interference&laquo;,&nbsp; such as&nbsp; &raquo;noise&laquo;,  
* a&nbsp;<i>unified model</i>&nbsp; for describing amplitude and angle modulation,
+
# a&nbsp; &raquo;unified model&laquo;&nbsp; for describing of amplitude and angle modulation,
* descriptions using the&nbsp;<i>analytical signal</i>&nbsp; and the&nbsp;<i>equivalent low&ndash;pass signal</i>.
+
# descriptions using the&nbsp; &raquo;analytical signal&laquo;&nbsp; and the&nbsp; &raquo;equivalent low&ndash;pass signal&laquo;.
  
==The message transmission system under consideration ==
+
==The communication system under consideration ==
 
<br>
 
<br>
[[File:EN_Mod_T_1_1_S1.png|right|frame| The message transmission system considered in the book "Modulation Methods"]]
+
[[File:EN_Mod_T_1_1_S1.png|right|frame| The communication system considered in the book "Modulation Methods"]]
Throughout the book "Modulation Methods", we will be base our message transmission system on the block diagram shown here.  
+
Throughout the book&nbsp; "Modulation Methods",&nbsp; we will be basing our communication system on the block diagram shown here.  
  
The transmission medium (the physical transmission channel) is characterised here by its&nbsp; [[Linear_and_Time_Invariant_Systems/Systembeschreibung_im_Frequenzbereich#.C3.9Cbertragungsfunktion_-_Frequenzgang|frequency response]]&nbsp;$H_{\rm K}(f)$&nbsp;. We will consider:
+
The&nbsp; &raquo;'''transmission medium'''&laquo; &nbsp; &rArr; &nbsp; &raquo;'''physical transmission channel'''&laquo;&nbsp; is characterized here by its&nbsp; [[Linear_and_Time_Invariant_Systems/System_Description_in_Frequency_Domain#Frequency_response_.E2.80.93_Transfer_function|$\text{frequency response}$]]&nbsp; $H_{\rm K}(f)$.&nbsp; We will consider:
*electrical lines&nbsp; (coaxial cable, twisted pair, etc.),&nbsp;  
+
*&raquo;'''electrical lines'''&laquo;&nbsp; (coaxial cable, twisted pair, etc.),&nbsp;  
*optical fibres&nbsp; (multimode or single mode),  
+
*&raquo;'''optical fibers'''&laquo;&nbsp; (multimode or single mode),  
*radio connections&nbsp; (directional radio, satellite radio, mobile radio, etc.).   
+
*&raquo;'''radio connections'''&laquo;&nbsp; (satellite radio, mobile radio, etc.).   
  
  
 
Further considerations:
 
Further considerations:
*Let the source signal &nbsp;$q(t)$&nbsp; be an [[Signal_Representation/Signal_classification#Analogsignale_und_Digitalsignale|analog signal]], for example, speech, music or the (analog) output of a camera.&nbsp; Let the corresponding spectrum &nbsp;$Q(f)$&nbsp; lie in the frequency range &nbsp;$|f| ≤ B_{\rm LF}$&nbsp;, where the subscript stands for "low frequency".  
+
*Let the source signal &nbsp;$q(t)$&nbsp; be an [[Signal_Representation/Signal_classification#Analog_and_digital_signals|$\text{analog signal}$]], for example, speech, music or the (analog) output of a camera.&nbsp; Let the corresponding spectrum &nbsp;$Q(f)$&nbsp; lie in the frequency range &nbsp;$|f| ≤ B_{\rm NF}$&nbsp;, where the subscript stands for&nbsp; "low frequency"&nbsp; (German:&nbsp; "Niederfrequenz").  
  
*The middle block in the above figure also includes interference (interference, crosstalk from other users, impulse interference from power lines, etc.) and noise sources such as thermal and semiconductor noise.&nbsp; These are captured by the&nbsp;[[Theory_of_Stochastic_Signals/Leistungsdichtespektrum_(LDS)#Theorem_von_Wiener-Chintchine|interference power density spectrum]] &nbsp;${\it Φ}_n(f)$.  
+
*The middle block in the above sketch also includes disturbances&nbsp; (interferences,&nbsp; crosstalk from other users,&nbsp; pulse interference from power lines, etc.) and noise sources such as thermal and semiconductor noise.&nbsp; These are captured by the&nbsp;[[Theory_of_Stochastic_Signals/Power_Density_Spectrum_(PDS)|$\text{noise power-spectral density}$]] &nbsp;${\it Φ}_n(f)$.  
  
*The task of such a message transmission system is to transmit the message or information contained in the source signal &nbsp;$q(t)$&nbsp; – note the&nbsp;[[Signal_Representation/Principles_of_Communication#Nachricht_-_Information_-_Signal|different meaning of these quantities]]&nbsp; – to the spatially distant sink, with the proviso that the sink signal&nbsp;$v(t)$&nbsp; differs "as little as possible" from &nbsp;$q(t)$.  
+
*The task of such a communication system is to transmit the message or information contained in the source signal &nbsp;$q(t)$&nbsp; – note the&nbsp; [[Signal_Representation/Principles_of_Communication#Message_-_Information_-_Signal|$\text{different meaning of these quantities}$]]&nbsp; – to the spatially distant sink, with the proviso that the sink signal&nbsp;$v(t)$&nbsp; differs&nbsp; "as little as possible"&nbsp; from &nbsp;$q(t)$.  
  
*A common problem is that the channel is unsuitable for direct transmission of the source signal&nbsp;$q(t)$&nbsp;because it contains "unfavourable frequencies".  For example, a music signal with frequencies up to about $\text{15 kHz}$&nbsp; cannot be transmitted directly by radio, since radio propagation is only possible from around $\text{100 kHz}$.
 
  
*The only solution here is a signal conversion at the transmitter known as '''modulation'''.&nbsp; The output signal of the modulator will be uniformly referred to as the transmission signal &nbsp;$s(t)$&nbsp; in the following.&nbsp; This is generally at higher frequencies than the source signal &nbsp;$q(t)$.  
+
*A common problem is that the channel is often unsuitable for direct transmission of the source signal&nbsp;$q(t)$&nbsp;because it contains&nbsp; "inconvenient frequencies".&nbsp; For example,&nbsp; a music signal with frequencies up to about $\text{15 kHz}$&nbsp; cannot be transmitted directly by radio,&nbsp; since radio propagation is only possible from around $\text{100 kHz}$.
  
*'''Demodulation'''&nbsp; is the signal reset at the receiver to recover the low frequency sink signal &nbsp;$v(t) ≈ q(t)$&nbsp; from the high frequency received signal &nbsp;$r(t)$&nbsp;. With real channels, the desired result&nbsp;$v(t) \equiv q(t)$&nbsp; is not possible due to the noise &nbsp;$n(t)$&nbsp;that is always present.  
+
*The only solution here is a signal conversion at the transmitter known as&nbsp; &raquo;'''modulation'''&laquo;.&nbsp; The output signal of the modulator will be uniformly referred to as the transmitted signal &nbsp;$s(t)$&nbsp; in the following.&nbsp; This is generally at higher frequencies than the source signal &nbsp;$q(t)$.  
  
 +
*The signal reset at the receiver to recover the low-frequency sink signal &nbsp;$v(t) ≈ q(t)$&nbsp; from the high-frequency received signal &nbsp;$r(t)$&nbsp; is called&nbsp; &raquo;'''demodulation'''&laquo;.&nbsp; With real channels, the desired result&nbsp;$v(t) \equiv q(t)$&nbsp; is not possible due to the noise &nbsp;$n(t)$&nbsp; that is always present.
  
==Adapting to the transmission channel and interference spectrum==
+
 
 +
==Adapting to the channel frequency response and noise power density==
 
<br>
 
<br>
The primary task of modulation (in the sense meant here) is adding a higher frequency carrier signal with carrier frequency &nbsp;$f_{\rm T}$&nbsp;to shift the message signal to a different frequency position,  
+
The primary task of modulation&nbsp; (in the sense meant here)&nbsp; is adding a higher frequency carrier signal with carrier frequency &nbsp;$f_{\rm T}$&nbsp; to shift the source signal to a different frequency position with  
*with a more favourable frequency response&nbsp;$H_{\rm K}(f)$&nbsp; and/or  
+
*a more favorable channel frequency response&nbsp; $H_{\rm K}(f)$&nbsp; and/or  
*with a more favourable interference power density spectrum&nbsp;${\it Φ}_n(f)$.  
+
*a more favorable noise power-spectral density&nbsp; ${\it Φ}_n(f)$.  
  
  
 
{{GraueBox|TEXT=
 
{{GraueBox|TEXT=
$\text{Example 1:}$&nbsp; The graph shows the low-frequency spectrum&nbsp;$Q(f)$&nbsp;with bandwidth &nbsp;$B_{\rm NF}$ in blue. The attenuation curve &nbsp;$a_{\rm K}(f) = \ –\ln \ \vert H_{\rm K}(f) \vert $&nbsp; of the channel is plotted in green, which here shows favourable characteristics with constant low attenuation in a sufficiently large frequency range.
+
$\text{Example 1:}$&nbsp; The graph shows the source spectrum&nbsp; $Q(f)\ \bullet\!\!-\!\!\!-\!\!\!-\!\!\circ\,\ q(t)$&nbsp; with bandwidth &nbsp;$B_{\rm NF}$&nbsp; (subscript for&nbsp; "low-frequency"&nbsp; (German: "Niederfreuenz")&nbsp; in blue.&nbsp;
 
+
[[File:EN_Mod_T_1_1_S2.png|right|frame|Illustrating modulation and demodulation.&nbsp; Notation: 
[[File: P_ID932__Mod_T_1_1_S2_neu.png|center|frame|Illustrating modulation and demodulation]]
+
<br>$\bullet$&nbsp; Source signal&nbsp; $q(t)\ \circ\!\!-\!\!\!-\!\!\!-\!\!\bullet\,\ Q(f)$, &nbsp; &nbsp; with low-frequency bandwidth&nbsp; $B_{\rm NF}$, <br>$\bullet$&nbsp; Transmitted signal&nbsp; $s(t)\ \circ\!\!-\!\!\!-\!\!\!-\!\!\bullet\,\ S(f)$, &nbsp; &nbsp;  with high-frequency bandwidth&nbsp; $B_{\rm HF}$, <br>$\bullet$&nbsp; Received signal&nbsp; $r(t)\ \circ\!\!-\!\!\!-\!\!\!-\!\!\bullet\,\ R(f)$, &nbsp; &nbsp;  with high-frequency bandwidth&nbsp; $B_{\rm HF}$,<br>$\bullet$&nbsp; Sink signal&nbsp; $v(t)\ \circ\!\!-\!\!\!-\!\!\!-\!\!\bullet\,\ V(f)$, &nbsp; &nbsp;  with low-frequency bandwidth&nbsp; $B_{\rm NF}$,<br>$\bullet$&nbsp; Attenuation curve &nbsp;$a_{\rm K}(f) =  –\ln \ \vert H_{\rm K}(f) \vert $&nbsp; of channel &nbsp;&rArr; &nbsp; German:&nbsp; "Kanal" &nbsp;&rArr;&nbsp; "K",<br>$\bullet$&nbsp; Frequency of the carrier &nbsp;&rArr; &nbsp; German:&nbsp; "Träger" &nbsp;&rArr;&nbsp; "T": $f_{\rm T}$<br>$\bullet$&nbsp; Noise power-spectral density&nbsp; ${\it Φ}_n(f)$&nbsp; with center $f_{\rm N}$.
 +
]]
 +
 +
*The attenuation curve &nbsp;$a_{\rm K}(f) = \ –\ln \ \vert H_{\rm K}(f) \vert $&nbsp; of the channel is plotted in green,&nbsp; which here shows favorable characteristics with constant low attenuation in a sufficiently large frequency range.
 +
*In dark yellow,&nbsp; you can see the noise power-spectral density&nbsp;${\it Φ}_n(f)$,&nbsp; which does not disappear throughout the frequency range due to thermal noise and,&nbsp; in our constructed example,&nbsp; takes on particularly large values around the (center) frequency&nbsp;$f_{\rm N}$&nbsp; due to external interferences.  
  
In yellow, you can see the interference power density spectrum&nbsp;${\it Φ}_n(f)$, which does not disappear throughout the frequency range due to thermal noise and, in our constructed example, takes on particularly large values around frequency&nbsp;$f_{\rm St}$&nbsp; due to external interference.
 
  
 
These boundary conditions make clear:  
 
These boundary conditions make clear:  
*One must select the carrier frequency &nbsp;$f_{\rm T}$&nbsp; approximately as drawn so that &nbsp;$S(f)$&nbsp; can be transmitted in the best possible way with respect to distortion and interference/noise.  This results in a frequency band of sufficient quality with width &nbsp;$B_{\rm HF} = 2 · B_{\rm NF}$.
+
*One must select the carrier frequency &nbsp;$f_{\rm T}$&nbsp; approximately as drawn so that &nbsp;$S(f)$&nbsp; can be transmitted in the best possible way with respect to distortions and interferences/noise.&nbsp;  
*This shift of the source signal spectrum &nbsp;$Q(f)$&nbsp; by the carrier frequency &nbsp;$f_{\rm T}$&nbsp; to the right – and also by the same distance to the left due to the system-theoretical approach of bilateral frequencies – represents&nbsp; ''modulation''.
+
*This results in a high-frequency band of sufficient quality &nbsp; &rArr; &nbsp; high signal-to-noise power ratio with&nbsp; bandwidth &nbsp;$B_{\rm HF} = 2 · B_{\rm NF}$.
*''Demodulation'', on the other hand, is signal conversion in the opposite direction. Starting from the received spectrum &nbsp;$R(f)$, which differs at least slightly from the transmitted spectrum &nbsp;$S(f)$&nbsp; due to attenuation and noise, one arrives at the spectral function &nbsp;$V(f) ≈ Q(f)$. }}
+
*This shift of the source signal spectrum &nbsp;$Q(f)$&nbsp; by the carrier frequency &nbsp;$f_{\rm T}$&nbsp; to the right – and also by the same distance to the left due to system theory – represents the&nbsp; "modulation".
 +
*"Demodulation"&nbsp; is the same procedure in the opposite direction.&nbsp; Starting from the received spectrum &nbsp;$R(f)$,&nbsp; which differs at least slightly from the transmitted spectrum &nbsp;$S(f)$&nbsp; due to attenuation and noise,&nbsp; one arrives at the spectral function &nbsp;$V(f) ≈ Q(f)$. }}
  
  
Further reasons for modulation/demodulation are given in the following sections.  
+
Further reasons for modulation and demodulation are given in the following sections.  
  
==Channel bundling – frequency division multiplexing==
+
==Channel bundling – Frequency Division Multiplexing==
 
<br>
 
<br>
 
Another advantage of modulation with a harmonic oscillation as a carrier signal is that a single transmission channel of sufficient bandwidth can be used by several signals simultaneously.  One then speaks of
 
Another advantage of modulation with a harmonic oscillation as a carrier signal is that a single transmission channel of sufficient bandwidth can be used by several signals simultaneously.  One then speaks of
*'''Frequency Division Multiplexing'''&nbsp; (FDM)  
+
*&raquo;'''Frequency Multiplex'''&laquo;&nbsp; $\rm (FM)$,&nbsp; or
*or '''Frequency Division Multiple Access'''&nbsp; (FDMA).
+
*&raquo;'''Frequency Division Multiplexing'''&laquo;&nbsp; $\rm (FDM),$&nbsp; or
 +
*&raquo;'''Frequency Division Multiple Access'''&laquo;&nbsp; $\rm (FDMA)$.
 +
 
  
 +
[[File:EN_Mod_T_1_1_S3_neu.png|right|frame|The principle of multiplexing]]
  
[[File:EN_Mod_T_1_1_S3.png|right|frame|The principle of multiplexing]]
+
The diagram illustrates the situation. &nbsp;$K$&nbsp; signals are to be transmitted simultaneously via a physical channel of appropriate bandwidth.&nbsp; The subchannels &nbsp; (German:&nbsp; "Teilkanäle" &nbsp; &rArr;  "T")&nbsp; are marked here with &nbsp;$T_1$, ... , $T_K$&nbsp;.&nbsp; One proceeds as follows:
The diagram illustrates the situation. &nbsp;$K$&nbsp; message signals are to be transmitted simultaneously via a physical channel of appropriate bandwidth.  The subchannels are marked here with &nbsp;$T_1$, ... , $T_K$&nbsp;.  One proceeds as follows:
+
*One modulates the source signals &nbsp;$q_1(t)$, &nbsp;$q_2(t)$, ... , &nbsp;$q_k(t)$, ... , &nbsp;$q_K(t)$&nbsp; of users with different carrier frequencies&nbsp; $f_1$, &nbsp;$f_2$, ... , &nbsp;$f_K$.
*One modulates the source signals &nbsp;$q_1(t)$, &nbsp;$q_2(t)$, ... , &nbsp;$q_K(t)$&nbsp; of users with different carrier frequencies &nbsp;$f_1$, &nbsp;$f_2$, ... , &nbsp;$f_K$.
+
*One combines the transmitted signals &nbsp;$s_1(t)$, &nbsp;$s_2(t)$, ... , &nbsp;$s_k(t)$, ... , &nbsp;$s_K(t)$&nbsp; to form a total signal 𝑠(𝑡),&nbsp; enabling multiple use of the transmission set-up.
*One combines the transmission signals &nbsp;$s_1(t)$, &nbsp;$s_2(t)$, ... , &nbsp;$s_K(t)$&nbsp; to form a total signal 𝑠(𝑡), enabling multiple use of the transmission set-up.
+
*To demodulate the signal &nbsp;$s_k(t)$,&nbsp; one uses the special carrier frequency &nbsp;$f_k$.&nbsp; Subsequent filtering achieves &nbsp; $v_k(t) = q_k(t)$,&nbsp; but only with negligible noise.&nbsp;  This process is called&nbsp; &raquo;'''channel separation'''&laquo;.
*To demodulate the source signal &nbsp;$q_k(t)$&nbsp;, one uses the special carrier frequency &nbsp;$f_k$.&nbsp; Subsequent filtering achieves &nbsp; $v_k(t) = q_k(t)$&nbsp; (but only with negligible noise interference). This process is called ''channel separation''.
 
  
  
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{{GraueBox|TEXT=
 
{{GraueBox|TEXT=
 
$\text{Example 2:}$&nbsp;  Frequency division multiplexing has been used for many decades in analog TV and radio transmission.
 
$\text{Example 2:}$&nbsp;  Frequency division multiplexing has been used for many decades in analog TV and radio transmission.
*This allows a sufficient number of programs to be accommodated, such as in the UHF band&nbsp; $($frequencies between $\text{470 MHz}$ and $\text{850 MHz)}$&nbsp;, where more than forty TV programs have a channel spacing of&nbsp; $\text{8 MHz}$.
+
*This allows a sufficient number of programs to be accommodated, such as in the UHF band&nbsp; $($"ulta high frequencies"&nbsp; between&nbsp; $\text{470 MHz}$&nbsp; and&nbsp; $\text{850 MHz)}$,&nbsp; where more than forty TV programs have a channel spacing of&nbsp; $\text{8 MHz}$.
*However, since around 2004, analog TV transmission in this frequency band has been increasingly displaced by the new digital video standard&nbsp; ''Digital Video Broadcast – Terrestrial''&nbsp; (DVB–T), which also uses FDMA.}}  
+
*However,&nbsp; since around 2004,&nbsp; analog TV transmission in this frequency band has been increasingly displaced by the new digital video standard&nbsp; "Digital Video Broadcast – Terrestrial"&nbsp; $\rm (DVB–T)$,&nbsp; which also uses FDMA.}}  
  
  
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{{GraueBox|TEXT=
 
{{GraueBox|TEXT=
 
$\text{Example 3:}$&nbsp;  
 
$\text{Example 3:}$&nbsp;  
*In optical transmission technology, this FDMA method is called '''wave-length division multiplex'''&nbsp; ('''WDM''').
+
*In optical transmission technology,&nbsp; this FDMA method is called&nbsp; &raquo;'''Wave-length Division Multiplex'''&laquo;&nbsp; $\rm (WDM)$.
*At present (2005), &nbsp; $160$&nbsp; digital signals at &nbsp; $\text{10 Gbit/s}$&nbsp; each can be transmitted simultaneously via a single optical fibre &nbsp; &rArr; &nbsp; Total bit rate:&nbsp; $\text{1.6 Tbit/s}$. }}
+
*At present (2005), &nbsp; $160$&nbsp; digital signals at &nbsp; $\text{10 Gbit/s}$&nbsp; each can be transmitted simultaneously via a single optical fiber &nbsp; &rArr; &nbsp; Total bit rate:&nbsp; $\text{1.6 Tbit/s}$. }}
  
 
==Analog vs. digital transmission systems==
 
==Analog vs. digital transmission systems==
 
<br>
 
<br>
For the entire book "Modulation Methods", it is assumed that the source signal&nbsp; $q(t)$&nbsp; and the sink signal&nbsp; $v(t)$&nbsp; are both analog signals.  
+
For the entire book&nbsp; "Modulation Methods",&nbsp; it is assumed that the source signal&nbsp; $q(t)$&nbsp; and the sink signal&nbsp; $v(t)$&nbsp; are both analog signals.  
 
*Thus, they can be continuous in both time and value.  
 
*Thus, they can be continuous in both time and value.  
*However, this does not yet determine whether the actual transmission is analog or digital.  
+
*However,&nbsp; this does not yet determine whether the actual transmission is analog or digital.  
 
 
 
 
[[File:EN_Mod_T_1_1_S4.png|center|frame|Analog transmission system (above) and  digital transmission system (below)]]
 
  
The two block diagrams illustrate the main differences between an analog and a digital message transmission system.
+
[[File:EN_Mod_T_1_1_S4.png|right|frame|Analog transmission system&nbsp; (above) and&nbsp;  digital transmission system&nbsp; (below)]]
  
It becomes clear that:  
+
<br>The two block diagrams illustrate the main differences between an analog and a digital transmission system.&nbsp; It becomes clear that:  
  
*In analog modulation, the modulating signal &nbsp;$q(t)$&nbsp; is always an analog signal and thus both continuous in value and in time.
+
*In analog modulation,&nbsp; the modulating source signal &nbsp;$q(t)$&nbsp; is always an analog signal and thus both continuous in value and in time.
  
 
*In contrast, in digital modulation, the modulator's input signal &nbsp;$q_{\rm D}(t)$&nbsp; is always digital, thus both discrete in value and discrete in time.
 
*In contrast, in digital modulation, the modulator's input signal &nbsp;$q_{\rm D}(t)$&nbsp; is always digital, thus both discrete in value and discrete in time.
  
*When digitally modulating an analog audio or video signal &nbsp;$q(t)$&nbsp;, it must first be A/D converted:  &nbsp;$q(t) \ \rightarrow \ q_{\rm D}(t)$.  
+
*When digitally modulating an analog audio or video signal &nbsp;$q(t)$,&nbsp; it must first be&nbsp; $\rm A/D$&nbsp; converted:  &nbsp; $q(t) \ \rightarrow \ q_{\rm D}(t)$.&nbsp; This is referred to as&nbsp; [[Modulation_Methods/Pulse_Code_Modulation|$\text{pulse code modulation}$]].&nbsp; This requires the following actions on the transmission side: &nbsp;[[Modulation_Methods/Pulse_Code_Modulation#Sampling_and_signal_reconstruction|$\text{sampling}$]]&nbsp; –&nbsp; [[Modulation_Methods/Pulse_Code_Modulation#Quantization_and_quantization_noise|$\text{quantization}$]]&nbsp; –&nbsp; [[Modulation_Methods/Pulse_Code_Modulation#PCM_encoding_and_decoding|$\text{PCM encoding}$]].  
  
*This is referred to as  &nbsp;[[Modulation_Methods/Pulscodemodulation|Pulse-code modulation]].&nbsp; This requires the following actions on the transmission side:&nbsp;[[Modulation_Methods/Pulscodemodulation#Abtastung_und_Signalrekonstruktion|Sampling]] – [[Modulation_Methods/Pulscodemodulation#Quantisierung_und_Quantisierungsrauschen|Quantisation]] – [[Modulation_Methods/Pulscodemodulation#PCM.E2.80.93Codierung_und_.E2.80.93Decodierung|(PCM–)Encoding]].  
+
*Functionally, the modulator of the digital system&nbsp; $\rm (Mod)$&nbsp; does not differ from the modulator of the analog transmission system.&nbsp; But  the two demodulators differ in principle:
 +
:*The upper one provides the analog signal &nbsp;$v(t)$, the lower one provides the digital signal &nbsp;$v_{\rm D}(t)$.
 +
:*After the digital transmission of an analog signal &ndash; such as audio or video &ndash; a&nbsp; $\rm D/A$&nbsp; conversion must therefore still take place.  
  
*Functionally, the modulator of the digital system&nbsp; $\rm (Mod)$&nbsp;does not differ from the modulator of the analog transmission system.
 
  
*However, the two demodulators differ in principle: the upper one provides the analog signal &nbsp;$v(t)$, the lower one provides the digital signal &nbsp;$v_{\rm D}(t)$.
+
{{GraueBox|TEXT=
 
+
$\text{Example 4:}$&nbsp; The two graphs show the respective input signals&nbsp; (each in blue dashed lines)&nbsp; and output signals&nbsp; (solid red)&nbsp; of the modulator for an analog and a digital transmission system.  
*After the digital transmission of an analog signal - such as audio or video - a D/A conversion must therefore still take place.  
 
  
 +
[[File:EN_Mod_T_1_1_S4b_neu.png|right|frame|Example signals for analog and digital amplitude modulation]]
  
{{GraueBox|TEXT=
+
*In the analog transmission system (above), the information about the analog source signal &nbsp;$q(t)$&nbsp; is directly in the amplitude (envelope) of the modulated signal &nbsp;$s(t)$.&nbsp; This is the analog modulation method&nbsp; [[Modulation_Methods/Double-Sideband_Amplitude_Modulation#Double-Sideband_Amplitude_Modulation_with_carrier|"double-sideband amplitude modulation with carrier"]] &nbsp; &rArr; &nbsp; $\text{(DSB-AM)}$.
$\text{Example 4:}$&nbsp; The two graphs show the respective input signals (each in blue dashed lines) and output signals (solid red) of the modulator for an analog and a digital transmission system.  
 
  
[[File:EN_Mod_T_1_1_S4b.png|center|frame|Example signals for analog and digital amplitude modulation]]
 
  
*In the analog transmission system (above), the information about the analog source signal &nbsp;$q(t)$&nbsp; is directly in the amplitude (envelope) of the modulated signal &nbsp;$s(t)$.&nbsp; This is the analog modulation method [[Modulation_Methods/Zweiseitenband-Amplitudenmodulation#ZSB-Amplitudenmodulation_mit_Tr.C3.A4ger|Double-sideband amplitude modulation with carrier]].
+
*The bottom graph refers to&nbsp; [[Modulation_Methods/Linear_Digital_Modulation#ASK_.E2.80.93_Amplitude_Shift_Keying|"Amplitude Shift Keying"]]&nbsp; $\rm (ASK)$,&nbsp; the digital variant of amplitude modulation.&nbsp; Here, the modulator input signal &nbsp;$q_{\rm D}(t)$&nbsp; is digital and derived from the analog source signal&nbsp; $q(t)$&nbsp; by sampling, quantization, and PCM encoding.
  
*The bottom graph refers to [[Modulation_Methods/Lineare_digitale_Modulationsverfahren#ASK_.E2.80.93_Amplitude_Shift_Keying|Amplitude Shift Keying]]&nbsp; (ASK), the digital variant of amplitude modulation. Here, the modulator input signal  &nbsp;$q_{\rm D}(t)$&nbsp; is digital and derived from the analog source signal $q(t)$ by sampling, quantisation, and PCM encoding.
 
  
*The modulated signal &nbsp;$s(t)$&nbsp; shows that the modulator also has similar functionality in the digital transmission system as in the (above) analog transmission system.}}
+
*The modulated signal &nbsp;$s(t)$&nbsp; shows that the modulator also has similar functionality in the digital transmission system as in the&nbsp; (above)&nbsp; analog transmission system.}}
  
  
Analog modulation methods currently (2005) still have a certain significance, especially for the distribution of radio and television programs, but are being increasingly displaced by corresponding digital methods in this area. Nevertheless, we will devote more space to analog methods in&nbsp;[[Modulation_Methods|this book]]&nbsp;:
+
Analog modulation methods currently (2005)&nbsp; still have a certain significance,&nbsp; especially for the distribution of radio and television programs,&nbsp; but they are being increasingly displaced by corresponding digital methods in this area.&nbsp; Nevertheless,&nbsp; we will devote more space to analog methods in&nbsp;[[Modulation_Methods|"this book"]]&nbsp;:
* Kapitel 2: &nbsp; [[Modulation_Methods/Zweiseitenband-Amplitudenmodulation|Amplitude modulation and AM–Demodulation]],
+
* Chapter 2: &nbsp; [[Modulation_Methods/Double-Sideband_Amplitude_Modulation|$\text{Amplitude modulation and demodulation}$]],
* Kapitel 3: &nbsp; [[Modulation_Methods/Phasenmodulation_(PM)|Angle modulation and WM–Demodulation]].
+
* Chapter 3: &nbsp; [[Modulation_Methods/Phase_Modulation_(PM)|$\text{Angle modulation and demodulation}$]].
  
  
Line 143: Line 145:
 
$\text{The reasons for this are:}$   
 
$\text{The reasons for this are:}$   
  
*Due to the high costs of retrofitting existing systems or introducing new ones, ever longer runtimes are predicted for analog systems.   
+
*Due to the high costs of retrofitting existing systems or introducing new ones,&nbsp; ever longer runtimes are predicted for analog systems.   
*Many components of an analog system are also required for the digital modulation processes, for example the synchronous demodulator used in both variants.  
+
*Many components of an analog system are also required for the digital modulation processes,&nbsp; for example the synchronous demodulator used in both variants.  
 
*The typical procedure for investigating aspects of a communications technology can be explained more comprehensively – and often more comprehensibly – for analog systems than for digital systems.}}  
 
*The typical procedure for investigating aspects of a communications technology can be explained more comprehensively – and often more comprehensibly – for analog systems than for digital systems.}}  
  
Line 152: Line 154:
 
The following dates represent milestones for the development of analog modulation methods using carrier frequencies:
 
The following dates represent milestones for the development of analog modulation methods using carrier frequencies:
  
*the introduction of regular broadcasting service (1923),
+
*The introduction of regular broadcasting service&nbsp; (1923),
*the start of carrier-frequency telephony (1923),
+
*the start of carrier-frequency telephony&nbsp; (1923),
*the introduction of regular television service (1935),
+
*the introduction of regular television service&nbsp; (1935),
*the first satellite transmission (1945),
+
*the first satellite transmission&nbsp; (1945),
*the introduction of NTSC colour television (1953),
+
*the introduction of NTSC color television&nbsp; (1953),
*the introduction of PAL colour television (1967).
+
*the introduction of PAL color television&nbsp; (1967).
  
  
The following inventions, among others, were necessary for these developments:
+
The following inventions,&nbsp; among others,&nbsp; were necessary for these developments:
  
*1861: the electrical transmission of speech &nbsp; &rArr; &nbsp;  [https://en.wikipedia.org/wiki/Philipp_Reis Philip Reis],
+
*1861:&nbsp; The electrical transmission of speech &nbsp; &rArr; &nbsp;  [https://en.wikipedia.org/wiki/Philipp_Reis $\text{Philip Reis}$],
*1876: the first commercially usable telephone &nbsp; &rArr; &nbsp;  [https://en.wikipedia.org/wiki/Alexander_Graham_Bell Alexander Graham Bell],
+
*1876:&nbsp; the first commercially usable telephone &nbsp; &rArr; &nbsp;  [https://en.wikipedia.org/wiki/Alexander_Graham_Bell $\text{Alexander Graham Bell}$],
*1884: the development of line scanning &nbsp; &rArr; &nbsp;  [https://en.wikipedia.org/wiki/Paul_Nipkow Paul Julius Gottlieb Nipkow],
+
*1884:&nbsp; the development of line scanning &nbsp; &rArr; &nbsp;  [https://en.wikipedia.org/wiki/Paul_Nipkow Paul $\text{Julius Gottlieb Nipkow}$],
*1887: the discovery of electromagnetic waves &nbsp; &rArr; &nbsp;  [https://en.wikipedia.org/wiki/Heinrich_Hertz Heinrich Hertz],
+
*1887:&nbsp; the discovery of electromagnetic waves &nbsp; &rArr; &nbsp;  [https://en.wikipedia.org/wiki/Heinrich_Hertz $\text{Heinrich Hertz}$],
*1906: the invention of the electron tube &nbsp; &rArr; &nbsp;  [https://en.wikipedia.org/wiki/Robert_von_Lieben Robert von Lieben]&nbsp;  and&nbsp; [https://en.wikipedia.org/wiki/Lee_De_Forest Lee de Forest],
+
*1906:&nbsp; the invention of the electron tube &nbsp; &rArr; &nbsp;  [https://en.wikipedia.org/wiki/Robert_von_Lieben $\text{Robert von Lieben}$]&nbsp;  and&nbsp; [https://en.wikipedia.org/wiki/Lee_De_Forest $\text{Lee de Forest}$],
*1948: the invention of the transistor &nbsp; &rArr; &nbsp;  [https://en.wikipedia.org/wiki/William_Bradford_Shockley William Bradford Shockley], [https://en.wikipedia.org/wiki/Walter_Houser_Brattain Walter Houser Brattain]  and [https://en.wikipedia.org/wiki/John_Bardeen John Bardeen].  
+
*1948:&nbsp; the invention of the transistor &nbsp; &rArr; &nbsp;  [https://en.wikipedia.org/wiki/William_Bradford_Shockley $\text{William Bradford Shockley}$],&nbsp; [https://en.wikipedia.org/wiki/Walter_Houser_Brattain $\text{Walter Houser Brattain}$]&nbsp; and&nbsp; [https://en.wikipedia.org/wiki/John_Bardeen $\text{John Bardeen}$].  
  
 
==Advantages of digital modulation methods==
 
==Advantages of digital modulation methods==
Line 173: Line 175:
 
The advantages of digital modulation methods are numerous:  
 
The advantages of digital modulation methods are numerous:  
  
*The realisation of a digital system can also be done digitally and the circuits can be easily integrated (VLSI – ''Very Large Scale Integration'').
+
*The realization of a digital system can also be done digitally and the circuits can be easily integrated&nbsp; (VLSI – "Very Large Scale Integration").
 
+
*The transmission quality is usually very good,&nbsp; since noise is only noticeable if it is greater than a predefined threshold.
*The transmission quality is usually very good, since (noise) interference is only noticeable if it is greater than a predefined threshold.
+
*Because signals can be regenerated at regular intervals by so-called regenerators,&nbsp; very large distances can be bridged with sufficiently good transmission quality.
 
+
*Data transmission&nbsp; e.g. between server and client –&nbsp; is best done digitally,&nbsp; since every data signal is already digital.&nbsp; Analog signals must first be digitalized.
*Because signals can be regenerated at regular intervals by so-called regenerators, very large distances can be bridged with sufficiently good transmission quality.
+
*Uniform transmission of voice, image and data signals makes it possible to build a shared,&nbsp; high-performance network for many telecommunications services.
 
+
*Simple and highly efficient encryption and data security mechanisms exist for digital signals,&nbsp; which is an important prerequisite for safety-critical applications.
*Data transmission – between server and client, for example – is best done digitally, since every data signal is already digital. Analog signals must first be digitalised before transmission.
+
*In a digital system,&nbsp; the advantages of time-division multiplexing – as a possible addition to frequency division multiplexing – can also be exploited,&nbsp; as described below.
 
 
*Uniform transmission of voice, image and data signals makes it possible to build a shared, high-performance network for many telecommunications services.
 
 
 
*Simple and highly efficient encryption and data security mechanisms exist for digital signals, which is an important prerequisite for safety-critical applications.
 
 
 
*In a digital system, the advantages of time-division multiplexing – as a possible addition to frequency division multiplexing – can also be exploited, as described below.
 
  
  
 +
All systems developed in recent years are digital, for example:
  
*&nbsp; ''Compact Disc'' &nbsp; (CD) – digital storage medium; (Philips, 1982),  
+
*&nbsp; "Compact Disc"&nbsp; (CD) – digital storage medium&nbsp; (Philips, 1982),  
*&nbsp; ''Digital European Cordless Telephone'' &nbsp; (DECT) – cordless telephone&nbsp; (1992),  
+
*&nbsp; "Digital European Cordless Telephone"&nbsp; (DECT) – cordless telephone&nbsp; (1992),  
*&nbsp; ''Global System for Mobile Communication'' &nbsp; (GSM) – European mobile communications system&nbsp; (1992),  
+
*&nbsp; "Global System for Mobile Communication" (GSM) – European mobile communications system&nbsp; (1992),  
*&nbsp; ''Integrated Services Digital Network'' &nbsp; (ISDN) – digital telephone network&nbsp; (in Europe, 1993),  
+
*&nbsp; "Integrated Services Digital Network"&nbsp; (ISDN) – digital telephone network&nbsp; (in Europe, 1993),  
*&nbsp; ''Digital Audio Broadcast'' &nbsp; (DAB) – digital radio broadcasting&nbsp; (2001),  
+
*&nbsp; "Digital Audio Broadcast"&nbsp; (DAB) – digital radio broadcasting&nbsp; (2001),  
*&nbsp; ''Digital Video Broadcast'' &nbsp; (DVB) – digital television&nbsp; (2002),  
+
*&nbsp; "Digital Video Broadcast"&nbsp; (DVB) – digital television&nbsp; (2002),  
*&nbsp; ''Digital Subscriber Line'' &nbsp; (DSL) – high-speed computer linkage&nbsp; (2002),  
+
*&nbsp; "Digital Subscriber Line"&nbsp; (DSL) – high-speed computer linkage&nbsp; (2002),  
*&nbsp; ''Universal Mobile Telephone System''&nbsp;  UMTS) – 3rd generation mobile communications (2003),  
+
*&nbsp; "Universal Mobile Telephone System"&nbsp;  (UMTS) – 3rd generation mobile communications (2003),  
*&nbsp; ''Long Term Evolution'' &nbsp; (LTE) – 4th generation mobile communications (2011).  
+
*&nbsp; "Long Term Evolution"&nbsp; (LTE) – 4th generation mobile communications (2011).  
  
  
The numbers in parentheses indicate the year of first use in each case.  In most cases, it took more than a decade from invention to standardisation to the development of an operational system.  
+
The numbers in parentheses indicate the year of first use in each case.  In most cases, it took more than a decade from invention, and then standardization, to the development of an operational system.  
  
*Digital modulation methods are summarised in the fourth main Chapter of &nbsp;[[Modulation_Methods|this book]].
+
*Digital modulation methods are summarized in the fourth main chapter of &nbsp;[[Modulation_Methods|"this book"]].
*A detailed description (calculation of error probability, aspects of system optimization, etc.) can be found in the book &nbsp;[[Digital_Signal_Transmission]].  
+
*A detailed description&nbsp; (calculation of error probability,&nbsp; aspects of system optimization,&nbsp; etc.)&nbsp; can be found in the book&nbsp; [[Digital_Signal_Transmission|"Digital Signal Transmission"]].  
  
 
==Time Division Multiplex methods==
 
==Time Division Multiplex methods==
 
<br>
 
<br>
In a digital system, time division multiplexing can be used in addition to frequency division multiplexing to share a transmission channel between several users. The diagram is intended to illustrate the principle using an example:
+
[[File:Mod_T_1_1_S7_version2.png|right|frame|Illustration of Time Division Multiplex]]
  
[[File:Mod_T_1_1_S7_version2.png|right|frame|Illustration of Time Division Multiplex]]
+
In a digital system,&nbsp; time division multiplexing can be used in addition to frequency division multiplexing to share a transmission channel between several users.&nbsp; 
  
 +
The diagram is intended to illustrate the principle using an example:
  
*The signals &nbsp;$q_1(t), &nbsp; q_2(t)$&nbsp; and &nbsp;$q_3(t)$&nbsp; are binary and are fully characterised by amplitude coefficients (0 or 1). &nbsp; A &nbsp;[[Signal_Representation/Time_Discrete_Signal_Representation|time-discrete signal representation]]&nbsp; is present &nbsp; $($symbol duration &nbsp;$T = 1\ \rm &micro; s)$.  
+
*The user signals&nbsp; $q_1(t)$,&nbsp; $q_2(t)$&nbsp; and&nbsp; $q_3(t)$&nbsp; are binary and are fully characterized by amplitude coefficients&nbsp; $(0$&nbsp; or&nbsp; $1)$. &nbsp; A&nbsp; [[Signal_Representation/Time_Discrete_Signal_Representation|$\text{time-discrete signal representation}$]]&nbsp; is present &nbsp; $($symbol duration &nbsp;$T = 1\ \rm &micro; s)$.  
* For the bit rates of these first two signals, &nbsp;$R_1 = R_2 = 1/T = \text{1 Mbit/s}$.&nbsp; applies in each case.  In contrast, the bit rate of &nbsp;$q_3(t)$&nbsp; is twice as large, i.e. &nbsp; $R_3 =  \text{2 Mbit/s}$.
+
* For the bit rates of the first two signals, &nbsp;$R_1 = R_2 = 1/T = \text{1 Mbit/s}$&nbsp; applies in each case.&nbsp; In contrast,&nbsp; the bit rate of &nbsp;$q_3(t)$&nbsp; is twice as large, i.e. &nbsp; $R_3 =  \text{2 Mbit/s}$.
*The common time-division multiplexed output signal &nbsp;$q(t)$&nbsp; with the total bit rate &nbsp;$R = R_1 + R_2 + R_3 = \text{4 Mbit/s}$.&nbsp; is shown below.  The reference to the input signals is colour coded.
+
*The common time-division multiplexed output signal &nbsp;$q(t)$&nbsp; is shown below.&nbsp;  The reference to the input signals is color-coded.&nbsp; The total bit rate is &nbsp;$R = R_1 + R_2 + R_3 = \text{4 Mbit/s}$.
*After transmitting &nbsp;$q(t)$&nbsp; via the physical channel, the partial signals &nbsp;$v_1(t)$, ... ,&nbsp; $v_3(t)$&nbsp; are separated again at the receiver.  This functional unit is called the ''demultiplexer''.  
+
*After transmitting &nbsp;$q(t)$&nbsp; via the physical channel,&nbsp; the partial signals &nbsp;$v_1(t)$, ... ,&nbsp; $v_3(t)$&nbsp; are separated again at the receiver.&nbsp; This functional unit is called&nbsp; "demultiplexer".  
*In practice, multiplexing is usually not done bit by bit, but the nodes are provided with time slots in a fixed grid in which bit frames are transmitted.
+
*In practice,&nbsp; multiplexing is usually not done bit by bit,&nbsp; but the nodes are provided with time slots in a fixed grid in which bit frames are transmitted.
  
==Chapter Exercises==
+
==Exercises for the chapter==
 
<br>
 
<br>
[[Aufgaben:1.1 Multiplexing beim GSM–System|Exercise 1.1: Multiplexing in the GSM–System]]
+
[[Aufgaben:Exercise_1.1:_Multiplexing_in_the_GSM_System|Exercise 1.1: Multiplexing in the GSM System]]
  
[[Aufgaben:1.1Z UKW-Rundfunk|Aufgabe 1.1Z: FM Broadcasting]]
+
[[Aufgaben:Exercise_1.1Z:_VHF_II_Broadcasting|Exercise 1.1Z: VHF II Broadcasting]]
  
 
{{Display}}
 
{{Display}}

Latest revision as of 14:09, 23 January 2023

# OVERVIEW OF THE FIRST MAIN CHAPTER #


This book deals with »modulation« and »demodulation«,  two classical and important methods for Communications Engineering,  which already have a very long tradition but are nevertheless constantly developing. 

Before  »analog amplitude and angle modulation«  are described in detail in the following chapters,  along with today's more relevant digital modulation methods,  this first chapter introduces the definitions and descriptive variables which are equally valid for all systems. 

This chapter deals in detail with:

  1. the  »objectives«  of modulation and demodulation,
  2. the  »differences and similarities«  between analog and digital modulation techniques,
  3. the  »signal-to-noise power ratio«  as a very general quality criterion,
  4. »linear" and  »non-linear distortions«  due to modulation/demodulation,
  5. degradation in the presence of  »stochastic interference«,  such as  »noise«,
  6. a  »unified model«  for describing of amplitude and angle modulation,
  7. descriptions using the  »analytical signal«  and the  »equivalent low–pass signal«.

The communication system under consideration


The communication system considered in the book "Modulation Methods"

Throughout the book  "Modulation Methods",  we will be basing our communication system on the block diagram shown here.

The  »transmission medium«   ⇒   »physical transmission channel«  is characterized here by its  $\text{frequency response}$  $H_{\rm K}(f)$.  We will consider:

  • »electrical lines«  (coaxial cable, twisted pair, etc.), 
  • »optical fibers«  (multimode or single mode),
  • »radio connections«  (satellite radio, mobile radio, etc.).


Further considerations:

  • Let the source signal  $q(t)$  be an $\text{analog signal}$, for example, speech, music or the (analog) output of a camera.  Let the corresponding spectrum  $Q(f)$  lie in the frequency range  $|f| ≤ B_{\rm NF}$ , where the subscript stands for  "low frequency"  (German:  "Niederfrequenz").
  • The middle block in the above sketch also includes disturbances  (interferences,  crosstalk from other users,  pulse interference from power lines, etc.) and noise sources such as thermal and semiconductor noise.  These are captured by the $\text{noise power-spectral density}$  ${\it Φ}_n(f)$.
  • The task of such a communication system is to transmit the message or information contained in the source signal  $q(t)$  – note the  $\text{different meaning of these quantities}$  – to the spatially distant sink, with the proviso that the sink signal $v(t)$  differs  "as little as possible"  from  $q(t)$.


  • A common problem is that the channel is often unsuitable for direct transmission of the source signal $q(t)$ because it contains  "inconvenient frequencies".  For example,  a music signal with frequencies up to about $\text{15 kHz}$  cannot be transmitted directly by radio,  since radio propagation is only possible from around $\text{100 kHz}$.
  • The only solution here is a signal conversion at the transmitter known as  »modulation«.  The output signal of the modulator will be uniformly referred to as the transmitted signal  $s(t)$  in the following.  This is generally at higher frequencies than the source signal  $q(t)$.
  • The signal reset at the receiver to recover the low-frequency sink signal  $v(t) ≈ q(t)$  from the high-frequency received signal  $r(t)$  is called  »demodulation«.  With real channels, the desired result $v(t) \equiv q(t)$  is not possible due to the noise  $n(t)$  that is always present.


Adapting to the channel frequency response and noise power density


The primary task of modulation  (in the sense meant here)  is adding a higher frequency carrier signal with carrier frequency  $f_{\rm T}$  to shift the source signal to a different frequency position with

  • a more favorable channel frequency response  $H_{\rm K}(f)$  and/or
  • a more favorable noise power-spectral density  ${\it Φ}_n(f)$.


$\text{Example 1:}$  The graph shows the source spectrum  $Q(f)\ \bullet\!\!-\!\!\!-\!\!\!-\!\!\circ\,\ q(t)$  with bandwidth  $B_{\rm NF}$  (subscript for  "low-frequency"  (German: "Niederfreuenz")  in blue. 

Illustrating modulation and demodulation.  Notation:
$\bullet$  Source signal  $q(t)\ \circ\!\!-\!\!\!-\!\!\!-\!\!\bullet\,\ Q(f)$,     with low-frequency bandwidth  $B_{\rm NF}$,
$\bullet$  Transmitted signal  $s(t)\ \circ\!\!-\!\!\!-\!\!\!-\!\!\bullet\,\ S(f)$,     with high-frequency bandwidth  $B_{\rm HF}$,
$\bullet$  Received signal  $r(t)\ \circ\!\!-\!\!\!-\!\!\!-\!\!\bullet\,\ R(f)$,     with high-frequency bandwidth  $B_{\rm HF}$,
$\bullet$  Sink signal  $v(t)\ \circ\!\!-\!\!\!-\!\!\!-\!\!\bullet\,\ V(f)$,     with low-frequency bandwidth  $B_{\rm NF}$,
$\bullet$  Attenuation curve  $a_{\rm K}(f) = –\ln \ \vert H_{\rm K}(f) \vert $  of channel  ⇒   German:  "Kanal"  ⇒  "K",
$\bullet$  Frequency of the carrier  ⇒   German:  "Träger"  ⇒  "T": $f_{\rm T}$
$\bullet$  Noise power-spectral density  ${\it Φ}_n(f)$  with center $f_{\rm N}$.
  • The attenuation curve  $a_{\rm K}(f) = \ –\ln \ \vert H_{\rm K}(f) \vert $  of the channel is plotted in green,  which here shows favorable characteristics with constant low attenuation in a sufficiently large frequency range.
  • In dark yellow,  you can see the noise power-spectral density ${\it Φ}_n(f)$,  which does not disappear throughout the frequency range due to thermal noise and,  in our constructed example,  takes on particularly large values around the (center) frequency $f_{\rm N}$  due to external interferences.


These boundary conditions make clear:

  • One must select the carrier frequency  $f_{\rm T}$  approximately as drawn so that  $S(f)$  can be transmitted in the best possible way with respect to distortions and interferences/noise. 
  • This results in a high-frequency band of sufficient quality   ⇒   high signal-to-noise power ratio with  bandwidth  $B_{\rm HF} = 2 · B_{\rm NF}$.
  • This shift of the source signal spectrum  $Q(f)$  by the carrier frequency  $f_{\rm T}$  to the right – and also by the same distance to the left due to system theory – represents the  "modulation".
  • "Demodulation"  is the same procedure in the opposite direction.  Starting from the received spectrum  $R(f)$,  which differs at least slightly from the transmitted spectrum  $S(f)$  due to attenuation and noise,  one arrives at the spectral function  $V(f) ≈ Q(f)$.


Further reasons for modulation and demodulation are given in the following sections.

Channel bundling – Frequency Division Multiplexing


Another advantage of modulation with a harmonic oscillation as a carrier signal is that a single transmission channel of sufficient bandwidth can be used by several signals simultaneously. One then speaks of

  • »Frequency Multiplex«  $\rm (FM)$,  or
  • »Frequency Division Multiplexing«  $\rm (FDM),$  or
  • »Frequency Division Multiple Access«  $\rm (FDMA)$.


The principle of multiplexing

The diagram illustrates the situation.  $K$  signals are to be transmitted simultaneously via a physical channel of appropriate bandwidth.  The subchannels   (German:  "Teilkanäle"   ⇒ "T")  are marked here with  $T_1$, ... , $T_K$ .  One proceeds as follows:

  • One modulates the source signals  $q_1(t)$,  $q_2(t)$, ... ,  $q_k(t)$, ... ,  $q_K(t)$  of users with different carrier frequencies  $f_1$,  $f_2$, ... ,  $f_K$.
  • One combines the transmitted signals  $s_1(t)$,  $s_2(t)$, ... ,  $s_k(t)$, ... ,  $s_K(t)$  to form a total signal 𝑠(𝑡),  enabling multiple use of the transmission set-up.
  • To demodulate the signal  $s_k(t)$,  one uses the special carrier frequency  $f_k$.  Subsequent filtering achieves   $v_k(t) = q_k(t)$,  but only with negligible noise.  This process is called  »channel separation«.


$\text{Example 2:}$  Frequency division multiplexing has been used for many decades in analog TV and radio transmission.

  • This allows a sufficient number of programs to be accommodated, such as in the UHF band  $($"ulta high frequencies"  between  $\text{470 MHz}$  and  $\text{850 MHz)}$,  where more than forty TV programs have a channel spacing of  $\text{8 MHz}$.
  • However,  since around 2004,  analog TV transmission in this frequency band has been increasingly displaced by the new digital video standard  "Digital Video Broadcast – Terrestrial"  $\rm (DVB–T)$,  which also uses FDMA.


$\text{Example 3:}$ 

  • In optical transmission technology,  this FDMA method is called  »Wave-length Division Multiplex«  $\rm (WDM)$.
  • At present (2005),   $160$  digital signals at   $\text{10 Gbit/s}$  each can be transmitted simultaneously via a single optical fiber   ⇒   Total bit rate:  $\text{1.6 Tbit/s}$.

Analog vs. digital transmission systems


For the entire book  "Modulation Methods",  it is assumed that the source signal  $q(t)$  and the sink signal  $v(t)$  are both analog signals.

  • Thus, they can be continuous in both time and value.
  • However,  this does not yet determine whether the actual transmission is analog or digital.
Analog transmission system  (above) and  digital transmission system  (below)


The two block diagrams illustrate the main differences between an analog and a digital transmission system.  It becomes clear that:

  • In analog modulation,  the modulating source signal  $q(t)$  is always an analog signal and thus both continuous in value and in time.
  • In contrast, in digital modulation, the modulator's input signal  $q_{\rm D}(t)$  is always digital, thus both discrete in value and discrete in time.
  • Functionally, the modulator of the digital system  $\rm (Mod)$  does not differ from the modulator of the analog transmission system.  But the two demodulators differ in principle:
  • The upper one provides the analog signal  $v(t)$, the lower one provides the digital signal  $v_{\rm D}(t)$.
  • After the digital transmission of an analog signal – such as audio or video – a  $\rm D/A$  conversion must therefore still take place.


$\text{Example 4:}$  The two graphs show the respective input signals  (each in blue dashed lines)  and output signals  (solid red)  of the modulator for an analog and a digital transmission system.

Example signals for analog and digital amplitude modulation
  • In the analog transmission system (above), the information about the analog source signal  $q(t)$  is directly in the amplitude (envelope) of the modulated signal  $s(t)$.  This is the analog modulation method  "double-sideband amplitude modulation with carrier"   ⇒   $\text{(DSB-AM)}$.


  • The bottom graph refers to  "Amplitude Shift Keying"  $\rm (ASK)$,  the digital variant of amplitude modulation.  Here, the modulator input signal  $q_{\rm D}(t)$  is digital and derived from the analog source signal  $q(t)$  by sampling, quantization, and PCM encoding.


  • The modulated signal  $s(t)$  shows that the modulator also has similar functionality in the digital transmission system as in the  (above)  analog transmission system.


Analog modulation methods currently (2005)  still have a certain significance,  especially for the distribution of radio and television programs,  but they are being increasingly displaced by corresponding digital methods in this area.  Nevertheless,  we will devote more space to analog methods in "this book" :


$\text{The reasons for this are:}$

  • Due to the high costs of retrofitting existing systems or introducing new ones,  ever longer runtimes are predicted for analog systems.
  • Many components of an analog system are also required for the digital modulation processes,  for example the synchronous demodulator used in both variants.
  • The typical procedure for investigating aspects of a communications technology can be explained more comprehensively – and often more comprehensibly – for analog systems than for digital systems.


The historical development of analog modulation methods


The following dates represent milestones for the development of analog modulation methods using carrier frequencies:

  • The introduction of regular broadcasting service  (1923),
  • the start of carrier-frequency telephony  (1923),
  • the introduction of regular television service  (1935),
  • the first satellite transmission  (1945),
  • the introduction of NTSC color television  (1953),
  • the introduction of PAL color television  (1967).


The following inventions,  among others,  were necessary for these developments:

Advantages of digital modulation methods


The advantages of digital modulation methods are numerous:

  • The realization of a digital system can also be done digitally and the circuits can be easily integrated  (VLSI – "Very Large Scale Integration").
  • The transmission quality is usually very good,  since noise is only noticeable if it is greater than a predefined threshold.
  • Because signals can be regenerated at regular intervals by so-called regenerators,  very large distances can be bridged with sufficiently good transmission quality.
  • Data transmission  – e.g. between server and client –  is best done digitally,  since every data signal is already digital.  Analog signals must first be digitalized.
  • Uniform transmission of voice, image and data signals makes it possible to build a shared,  high-performance network for many telecommunications services.
  • Simple and highly efficient encryption and data security mechanisms exist for digital signals,  which is an important prerequisite for safety-critical applications.
  • In a digital system,  the advantages of time-division multiplexing – as a possible addition to frequency division multiplexing – can also be exploited,  as described below.


All systems developed in recent years are digital, for example:

  •   "Compact Disc"  (CD) – digital storage medium  (Philips, 1982),
  •   "Digital European Cordless Telephone"  (DECT) – cordless telephone  (1992),
  •   "Global System for Mobile Communication" (GSM) – European mobile communications system  (1992),
  •   "Integrated Services Digital Network"  (ISDN) – digital telephone network  (in Europe, 1993),
  •   "Digital Audio Broadcast"  (DAB) – digital radio broadcasting  (2001),
  •   "Digital Video Broadcast"  (DVB) – digital television  (2002),
  •   "Digital Subscriber Line"  (DSL) – high-speed computer linkage  (2002),
  •   "Universal Mobile Telephone System"  (UMTS) – 3rd generation mobile communications (2003),
  •   "Long Term Evolution"  (LTE) – 4th generation mobile communications (2011).


The numbers in parentheses indicate the year of first use in each case. In most cases, it took more than a decade from invention, and then standardization, to the development of an operational system.

  • Digital modulation methods are summarized in the fourth main chapter of  "this book".
  • A detailed description  (calculation of error probability,  aspects of system optimization,  etc.)  can be found in the book  "Digital Signal Transmission".

Time Division Multiplex methods


Illustration of Time Division Multiplex

In a digital system,  time division multiplexing can be used in addition to frequency division multiplexing to share a transmission channel between several users. 

The diagram is intended to illustrate the principle using an example:

  • The user signals  $q_1(t)$,  $q_2(t)$  and  $q_3(t)$  are binary and are fully characterized by amplitude coefficients  $(0$  or  $1)$.   A  $\text{time-discrete signal representation}$  is present   $($symbol duration  $T = 1\ \rm µ s)$.
  • For the bit rates of the first two signals,  $R_1 = R_2 = 1/T = \text{1 Mbit/s}$  applies in each case.  In contrast,  the bit rate of  $q_3(t)$  is twice as large, i.e.   $R_3 = \text{2 Mbit/s}$.
  • The common time-division multiplexed output signal  $q(t)$  is shown below.  The reference to the input signals is color-coded.  The total bit rate is  $R = R_1 + R_2 + R_3 = \text{4 Mbit/s}$.
  • After transmitting  $q(t)$  via the physical channel,  the partial signals  $v_1(t)$, ... ,  $v_3(t)$  are separated again at the receiver.  This functional unit is called  "demultiplexer".
  • In practice,  multiplexing is usually not done bit by bit,  but the nodes are provided with time slots in a fixed grid in which bit frames are transmitted.

Exercises for the chapter


Exercise 1.1: Multiplexing in the GSM System

Exercise 1.1Z: VHF II Broadcasting