Difference between revisions of "Mobile Communications/The Application of OFDMA and SC-FDMA in LTE"

From LNTwww
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== Functionality of SC-FDMA==
 
== Functionality of SC-FDMA==
 
<br>
 
<br>
Now the SC&ndash;FDMA&ndash;transfer process shall be examined more in detail. The information for this comes largely from&nbsp; [MG08]<ref name='MG08'>Myung, H.; Goodman, D.: ''Single Carrier FDMA - A New Air Interface for Long Term Evolution''. West Sussex: John Wiley & Sons, 2008.</ref>.  
+
Now the SC&ndash;FDMA&ndash;transfer process shall be examined more in detail. The information for this comes largely from&nbsp; [MG08]<ref name='MG08'>Myung, H.; Goodman, D.: ''Single Carrier FDMA A New Air Interface for Long Term Evolution''. West Sussex: John Wiley & Sons, 2008.</ref>..  
  
 
The purpose and function of the&nbsp; <i>Cyclic Prefix</i>&nbsp; is not discussed in detail here. The reasons are the same as for OFDM and can be read in the section&nbsp; [[Modulation_Methods/Realisierung_von_OFDM-Systemen#Zyklisches_Pr.C3.A4fix|''' checkLink:_Buch_5 &rArr; ''' Cyclic Prefix]]&nbsp; of the book "Modulation_Methods".
 
The purpose and function of the&nbsp; <i>Cyclic Prefix</i>&nbsp; is not discussed in detail here. The reasons are the same as for OFDM and can be read in the section&nbsp; [[Modulation_Methods/Realisierung_von_OFDM-Systemen#Zyklisches_Pr.C3.A4fix|''' checkLink:_Buch_5 &rArr; ''' Cyclic Prefix]]&nbsp; of the book "Modulation_Methods".
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Therefore, OFDM requires the amplifier to operate at a lower power level than its peak power most of the time, which can drastically reduce its efficiency.
 
Therefore, OFDM requires the amplifier to operate at a lower power level than its peak power most of the time, which can drastically reduce its efficiency.
  
*Because one can regard SC&ndash;FDMA quasi as single carrier&ndash;transmission procedures, its PAPR$ is lower than the one of OFDMA.  
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*Because one can regard SC&ndash;FDMA quasi as single carrier&ndash;transmission procedures, its $\rm PAPR$&nbsp; is lower than the one of OFDMA.  
 
*Thus, for example, a so-called&nbsp; <i> pulse&ndash;shaping</i>&ndash;filter can be used which reduces the&nbsp; $\rm PAPR$&nbsp;.
 
*Thus, for example, a so-called&nbsp; <i> pulse&ndash;shaping</i>&ndash;filter can be used which reduces the&nbsp; $\rm PAPR$&nbsp;.
  
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{{GraueBox|TEXT=   
 
{{GraueBox|TEXT=   
$\text{Beispiel 1:}$&nbsp; Wir betrachten ein OFDM&ndash;System mit&nbsp; $N$&nbsp; Trägern, alle mit gleicher Signalamplitude&nbsp; $A$. Dann ist nach einer stark vereinfachten Rechnung mit gleichem Proportionalitätsfaktor
+
$\text{Example 1:}$&nbsp; We consider an OFDM&ndash;system with&nbsp; $N$&nbsp; carriers, all with the same signal amplitude&nbsp; $A$. After a highly simplified calculation with the same proportionality factor we obtain:
  
*die maximale Signalleistung proportional zu&nbsp; $(N \cdot A)^2$, und<br>
+
*the maximum signal power is proportional to&nbsp; $(N \cdot A)^2$, and<br>
  
*die mittlere Signalleistung proportional zu&nbsp; $N \cdot A^2$ .<br><br>
+
*the average signal power is proportional to&nbsp; $N \cdot A^2$ .<br><br>
  
Daraus ergibt sich das&nbsp; <i>Peak&ndash;to&ndash;Average Power&ndash;Ratio</i>&nbsp; als der Quotient dieser beiden Leistungen zu&nbsp; ${\rm PAPR} = N$. Bereits bei nur zwei Trägern ergibt sich schon&nbsp; ${\rm PAPR} = 2$&nbsp; entsprechend&nbsp; $\text{3 dB}$.<br>
+
This results in the&nbsp; <i>Peak&ndash;to&ndash;Average Power&ndash;Ratio</i>&nbsp; ${\rm PAPR} = N$, since it's the quotient of these two powers&nbsp; . Already with only two carriers this results in&nbsp; ${\rm PAPR} = 2$&nbsp; which corresponds to&nbsp; $\text{3 dB}$.<br>
  
*Somit muss der Verstärker selbst bei nur zwei Trägern immer&nbsp; $\text{3 dB}$&nbsp; unterhalb der maximalen Leistung arbeiten, um im Fall von Signalspitzen keine Signalverzerrungen zu produzieren.  
+
*So even with only two carriers the amplifier must always operate &nbsp; $\text{3 dB}$&nbsp; below the maximum power to avoid signal distortion in case of signal peaks.  
*Wie anschließend gezeigt wird, bedeuten&nbsp; $\text{3 dB}$&nbsp; aber bereits einen Rückgang des Wirkungsgrads auf&nbsp; $85\%$.}}<br>
+
*As will be shown below,&nbsp; $\text{3 dB}$&nbsp; already means a decrease in efficiency to&nbsp; $85\%$.}}<br>
  
  
Das&nbsp; <i>Peak&ndash;to&ndash;Average Power&ndash;Ratio</i>&nbsp; $\rm (PAPR)$&nbsp; steht in direkter Beziehung zur&nbsp; ''Sendeverstärkereffizienz''. Die maximale Effizienz wird erreicht, wenn der Verstärker in der Umgebung der Sättigungsgrenze arbeiten kann.
+
The&nbsp; <i>Peak&ndash;to&ndash;Average Power&ndash;Ratio</i>&nbsp; $\rm (PAPR)$&nbsp; is directly related to the&nbsp; ''transmit amplifier efficiency''. Maximum efficiency is achieved when the amplifier can operate in the vicinity of the saturation limit.
 
   
 
   
{{GraueBox|TEXT=   
+
{{{GraueBox|TEXT=   
$\text{Beispiel 2:}$&nbsp; Die Grafik zeigt eine beispielhafte Verstärkerkennlinie, also die Ausgangsleistung aufgetragen über der Eingangsleistung.<br>
+
$\text{Example 2:}$&nbsp; The graphic shows an example of an amplifier's characteristic curve, i.e. the output power plotted against the input power.<br>
  
[[File:EN_Mob_T_4_3_S5b.png|right|frame|Rückgang des Verstärkerwirkungsgrads <br>bei steigendem „Back–off”]]
+
[[File:EN_Mob_T_4_3_S5b.png|right|frame|Decrease in amplifier efficiency <br>with increasing "Back-off"]]
*Bei&nbsp; $\rm PAPR = 1$&nbsp; $($also $\text{0 dB})$&nbsp; könnte man die mittlere Leistung&nbsp; $P_{\rm S}$&nbsp; gleich der zulässigen Spitzenleistung&nbsp; $P_{\rm max}$&nbsp; setzen. Gemäß der  Kennlinie&nbsp; $P_{\rm out}/P_{\rm in}$&nbsp; ergäbe sich (beispielhaft) der Verstärkerwirkungsgrad zu&nbsp; $95\%$.<br>
+
*At&nbsp; $\rm PAPR = 1$&nbsp; $(\text{0 dB})$&nbsp; one could set the average power&nbsp; $P_{\rm S}$&nbsp; equal to the allowed peak power&nbsp; $P_{\rm max}$&nbsp;. According to the characteristic curve&nbsp; $P_{\rm out}/P_{\rm in}$&nbsp; the amplifier efficiency would be (exemplarily)&nbsp; $95\%$.<br>
*Bei großem&nbsp; $\rm PAPR$&nbsp; muss aber der Verstärker unterhalb der Sättigungsgrenze betrieben werden, um zu starke Signalverzerrungen zu verhindern.<br>
+
*Nevertheless, for large&nbsp; $\rm PAPR$&nbsp; the amplifier must be operated below the saturation limit to avoid too much signal distortion.<br>
  
  

Revision as of 23:55, 10 September 2020

General information on LTE transmission technology


In contrast to its predecessor  UMTSLong Term Evolution  (LTE) uses a variant of the OFDM concept also used by  WLAN  to systematically divide the transmission resources. The multiple access method  OFDM  possesses the ability to protect the system against intermittent transmission disturbances, just like the UMTS–Technology  CDMA.

In principle, it would have been possible to adapt and expand the technologies used in the second and third generations of mobile communications in such a way that they also meet the required specifications for the fourth generation. However, the rapidly increasing complexity of CDMA when receiving signals on multiple paths made the technical implementation appear to make little sense.

difference between OFDM and CDMA

The highly abstracted graphic shows the distribution of the complete bandwidth for individual subcarriers and explains the difference between CDMA (UMTS) and OFDM (LTE).

  • In contrast to CDMA, OFDM has many subcarriers, typically even several hundred, with a bandwidth of only a few kilohertz each.
  • To achieve this, the data stream is split and each of the many subcarriers is modulated individually with only a small bandwidth.


LTE uses OFDMA, an OFDM-based transmission technology. Among the reasons for this are  [HT09][1]:

  • High performance in frequency controlled channels,
  • the low complexity in the receiver,
  • good spectral properties and bandwidth flexibility, and
  • compatibility with the latest receiver– and multi-antenna technologies.

On the next page the differences between the multiple access methods OFDM and OFDMA are briefly explained.


Similarities and differences of OFDM and OFDMA


The principle of  Orthogonal Frequency Division Multiplexing  (OFDM) is explained in detail in chapter  checkLink:_Buch_9 ⇒ Motivation for xDSL  of the book "Modulation methods". The diagram above shows the frequency assignment for OFDM:   OFDM splits the available frequency band into a large number of narrow-band subcarriers, it is important to note:

  • To ensure that the individual subcarriers exhibit as little intercarrier–interference as possible, their frequencies are selected so that they are orthogonal to each other.
    .
  • This means:   At the center frequency of each subcarrier, all other carriers have no spectral components. The goal is to select the currently most favorable resources for each user in order to obtain an overall optimal result.
    .
  • In concrete terms, this also means that the available resources are allocated to the user who can currently do the most with them, adapted to the respective network situation.
  • For this purpose, the base station for the downlink to the terminal device measures the connection quality with the help of reference symbols.
division of data blocks by frequency and time for OFDM and OFDMA

The lower diagram shows the allocation at  Orthogonal Frequency Division Multiple Access  (OFDMA). You can see:

  • For OFDMA the resource allocation after channel fluctuations is not limited to the time domain as with OFDM, but also the frequency domain is optimally included.
  • Thus the OFDMA–resource allocation is better adapted to the external circumstances than with OFDM.
  • In order to make optimum use of this flexibility, however, coordination between the base station (eNodeB) and the terminal equipment is necessary. More on this in chapter  checkLink:_Buch_9 ⇒ General Description of DSL.


Differences between OFDMA and SC-FDMA


There are transmission methods such as  WiMAX, which use OFDMA in both directions. The LTE specification by the 3GPP consortium on the other hand specifies

  • In  Downlink  (transmission from the base station to the terminal)  OFDMA  is used.
  • In  Uplink  (transmission from terminal to base station)   SC–FDMA'  (Single Carrier Frequency Division Multiple Access ) is used.


Sender and Receiver Structure of a SC-FDMA System

From the graphic you can see that the two systems "SC–FDMA" and "OFDMA" are very similar. Or in other words:   SC–FDMA is based on OFDMA (or vice versa).

  • If you omit the components highlighted in red  ${\rm DFT} \ (K)$  and  ${\rm IDFT} \ (K)$  from SC–FDMA, you get the OFDMA–System.
  • The other blocks stand for Serial/Parallel–Converter (S/P), Parallel/Serial–Converter (P/S), D/A–Converter, A/D–Converter as well as Add/Remove Prefix.


The signal generation for SC–FDMA works similar to OFDMA, but with small changes that are important for mobile radio:

  • This has to be done on the transmit side directly after the serial/parallel–conversion.
  • Thus, it is no longer a multi-carrier procedure, but a single-carrier–FDMA–variant.
  • One speaks of "DFT–spread OFDM" because of the necessary DFT/IDFT–operations.

Let us summarize these statements briefly:

$\text{SC–FDMA is different from OFDMA}$  in the following points  [see also Internet article  Single-carrier FDMA  (in Wikipedia) and  Difference between SC-FDMA and OFDMA.html  from (RF Wireless World)]:

  • With SC–FDMA, the data symbols are sent in a group of simultaneously transmitted subcarriers instead of sending each symbol from a single orthogonal subcarrier as with OFDMA.
  • This subcarrier group can then be considered a separate frequency band that transmits the data sequentially. This is where the name "Single Carrier FDMA" comes from.
  • While with OFDMA the data symbols directly create the different subcarriers, with SC–FDMA they first pass a discrete Fourier transformation (DFT). Thus the data symbols are first transformed from the time domain into the frequency domain before they pass through the OFDM–procedure.


One can also describe the difference between OFDMA and SC–FDMA in such a way:

  • In an OFDMA–transmission, each orthogonal subcarrier only contains the information of a single signal.
  • In contrast, with SC–FDMA, each individual subcarrier contains information about all signals transmitted in this period.


This difference and the quasi–sequential transmission with SC–FDMA can be seen particularly well from the following diagram. This is taken from a PDF document from  Agilent–3GPP.

Frequency band splitting for OFDMA and SC-FDMA


Functionality of SC-FDMA


Now the SC–FDMA–transfer process shall be examined more in detail. The information for this comes largely from  [MG08][2]..

The purpose and function of the  Cyclic Prefix  is not discussed in detail here. The reasons are the same as for OFDM and can be read in the section  checkLink:_Buch_5 ⇒ Cyclic Prefix  of the book "Modulation_Methods".

The following description refers to the SC–FDMA–Sender shown here. Note that with LTE the modulation is adapted to the channel quality:

  • In highly noisy channels 4–QAM (Quadrature Amplitude Modulation with only four signal space points) is used.
  • Under better conditions, the system then switches to a higher-level QAM, up to 64–QAM.


Received SC-FDMA Transmitter

The following also applies:

  • An input data block consists of  $K$  complex modulation symbols  $x_\nu$ which are generated at a rate of  $R_{\rm Q}\ \big[\rm symbols/s \big]$ . The discrete Fourier transform (DFT) generates  $K$  symbols  $X_\mu$  in the frequency domain, which are modulated on  $K$  from a total of  $N$  orthogonal subcarriers:
\[X_\mu = \sum_{\nu = 0 }^{K-1} x_\nu \cdot {\rm e}^{-{\rm j} \hspace{0.05cm}\cdot \hspace{0.05cm} { 2 \pi \hspace{0.05cm}\cdot \hspace{0.05cm} \nu \hspace{0.05cm}\cdot \hspace{0.05cm} \mu }/{K}} \hspace{0.05cm},\]
  • The subcarriers are distributed over a larger bandwidth of  $B_{\rm K} = N \cdot f_0$  where  $f_0 = 15 \ \rm kHz$  is the smallest addressable bandwidth for LTE. Unused channels are shown as dashed lines in the example graphic.
    .
  • The channel transmission rate is  $R_{\rm C} = J \cdot R_{\rm Q}$  with spreading factor  $J = N/K$. This SC–FDMA–system could simultaneously process  $J$  orthogonal input signals. In the case of LTE, for example, the values are  $K = 12$  (smallest addressable block) and  $N = 1024$. $J$  thus also indicates the number of terminal devices that can be simultaneously connected to this base station.
  • According to the so-called  subcarrier–mapping , which is the assignment of the symbols generated by the DFT to the available subcarriers, the symbols are then "mapped" to a certain bandwidth, for example   $K = 12$  maps to the range of  $0 \ \text{...} \ 180 \ \rm kHz$  or to the range of  $180 \ \rm kHz \ \text{...} \ 360 \ \rm kHz$.
  • The IDFT–transformation (highlighted in blue above) transforms the output values  $Y_\mu$  on the frequency domain in its time representation  $y_\nu$. These samples are then transformed by the parallel/serial–converter into a sequence suitable for transmission.


Different approaches for the subcarrier–Mapping


The following figure illustrates three types of  Subcarrier–Mapping. To simplify the representation, we will limit ourselves here to the (very small) parameter values  $K = 4$  and  $N = 12$.
.

various methods of subcarrier mapping

DFDMA  or  Distributed Mapping:
Here the modulation symbols are distributed over a certain range of the available channel bandwidth.

IFDMA  or  Interleaved FDMA:
Special form of DFDMA, when the modulation symbols are distributed over the entire bandwidth with equal distances between them.

LFDMA  or  Localized Mapping:
The  $K$  modulation symbols are assigned directly to adjacent subcarriers. This corresponds to the current 3GPP–specification.
.

It can be shown that with SC–FDMA the transmitter does not have to be run through the following steps individually

  • Discrete Fourier Transformation (DFT),
  • Subcarrier–Mapping, and
  • Inverse discrete Fourier transform (IDFT) or Fast–Fourier transform (IFFT)

Instead, these three operations can be realized together as one single linear operation. The complete and mathematically complex derivation can be found for example in  [MG08][2]. Each element  $y_\nu$  of the output sequence is then representable by a weighted sum of the input sequence elements  $x_\nu$  where the weights are complex-valued.
.

Hence, instead of the comparatively complicated Fourier transform, the operation is reduced

  • to a multiplication with a complex number, and
  • the  $J$– fold repetition of the input sequence  $\langle x_\nu \rangle $.

In  Exercise 4.3  the (transmit-side)  Subcarrier–Mapping  is considered with more realistic values for  $K$  and  $N$  and its differences to the  Subcarrier–Demapping  (at the receiver) are pointed out.


Advantages of SC-FDMA over OFDM


The decisive advantage of SC–FDMA over OFDMA is its lower  Peak–to–Average Power–Ratio  $\rm (PAPR)$ due to its single-carrier structure. This is the ratio of current peak power  $P_{\rm max}$  to average power  $P_{\rm S}$. $\rm PAPR$  can also be expressed by the  checkLink:_Buch_6 ⇒ Crest–factor  (quotient of the signal amplitudes). However, the two quantities are not identical.

(complementary)  $\rm PAPR$– distribution function for OFDM

The graphic from the Internet–Document  [Wu09][3]  shows in double–logarithmic representation the probability that with 64–QAM–OFDM the current power  $P_{\rm max}$  is above the average power  $P_{\rm S}$ . You can see:

  • The probability of large "outliers" is small. For example, the average power is only exceeded in  $0.1\%$  of time by more than  $\text{10 dB}$      ⇒   marked in red.
  • Even if such high power peaks are very rare, they still pose a problem for the receiver's power amplifier.

The power amplifiers should be operated in the linear range, otherwise the signal is distorted. Non-linearities arise in particular due to

  • Intercarrier–Interference within the signal,
  • Interference from adjacent channels due to spectrum expansions.

Therefore, OFDM requires the amplifier to operate at a lower power level than its peak power most of the time, which can drastically reduce its efficiency.

  • Because one can regard SC–FDMA quasi as single carrier–transmission procedures, its $\rm PAPR$  is lower than the one of OFDMA.
  • Thus, for example, a so-called  pulse–shaping–filter can be used which reduces the  $\rm PAPR$ .

The lower  $\rm PAPR$  is the main reason why in LTE–Uplink SC–FDMA is used and not OFDMA.

  • A low  $\rm PAPR$  means longer battery life, an extremely important criterion for mobile phones/smartphones.
  • At the same time, SC–FDMA offers similar performance and complexity to OFDMA.
  • Since a long battery life is less important for the downlink, OFDMA is used here.


$\text{Example 1:}$  We consider an OFDM–system with  $N$  carriers, all with the same signal amplitude  $A$. After a highly simplified calculation with the same proportionality factor we obtain:

  • the maximum signal power is proportional to  $(N \cdot A)^2$, and
  • the average signal power is proportional to  $N \cdot A^2$ .

This results in the  Peak–to–Average Power–Ratio  ${\rm PAPR} = N$, since it's the quotient of these two powers  . Already with only two carriers this results in  ${\rm PAPR} = 2$  which corresponds to  $\text{3 dB}$.

  • So even with only two carriers the amplifier must always operate   $\text{3 dB}$  below the maximum power to avoid signal distortion in case of signal peaks.
  • As will be shown below,  $\text{3 dB}$  already means a decrease in efficiency to  $85\%$.



The  Peak–to–Average Power–Ratio  $\rm (PAPR)$  is directly related to the  transmit amplifier efficiency. Maximum efficiency is achieved when the amplifier can operate in the vicinity of the saturation limit.

{

$\text{Example 2:}$  The graphic shows an example of an amplifier's characteristic curve, i.e. the output power plotted against the input power.

Decrease in amplifier efficiency
with increasing "Back-off"
  • At  $\rm PAPR = 1$  $(\text{0 dB})$  one could set the average power  $P_{\rm S}$  equal to the allowed peak power  $P_{\rm max}$ . According to the characteristic curve  $P_{\rm out}/P_{\rm in}$  the amplifier efficiency would be (exemplarily)  $95\%$.
  • Nevertheless, for large  $\rm PAPR$  the amplifier must be operated below the saturation limit to avoid too much signal distortion.


Hier einige numerische Beispiele:

  • Bei  $\rm PAPR = 2$  entsprechend der Überschlagsrechnung auf der letzten Seite müsste man die mittlere Sendeleistung um  $\text{3 dB}$  kleiner als zulässig wählen, damit  $P_{\rm max}$  zu keinem Zeitpunkt überschritten würde. Der Wirkungsgrad würde so auf  $85\%$  zurückgehen.
  • Ein Back–off von  $\text{3 dB}$  reicht aber meist nicht aus, vielmehr geht man in der Praxis von Werten zwischen  $\text{5 dB}$  und  $\text{8 dB}$  aus  [Hin08][4]. Nach obiger Kurve sinkt aber bereits bei  $\text{5 dB}$  der Wirkungsgrad auf nur mehr  $70\%$ (System  $\rm S1$, grüne Linie).
  • Mit dem System  $\rm S2$  können zwar alle Signalspitzen kleiner  $\text{8 dB}$  vom Verstärker verzerrungsfrei übertragen werden, aber der Verstärkerwirkungsgrad beträgt dann nur noch  $40\%$. Wie aus der ersten Grafik auf dieser Seite zu ersehen ist, treten trotzdem noch in ca.  $2\%$ der Zeit starke Verzerrungen auf.
  • Ist die mittlere Sendeleistung sei  $P_{\rm S} = 100\, \rm mW$, so muss bei einem  $\rm PAPR = 9 \ \text{(8 dB)}$  der Verstärker bis zu  $P_{\rm max} = 900\, \rm mW$  verzerrungsfrei arbeiten, bei  $\rm PAPR = 2 \ \text{(8 dB)}$  dagegen nur bis  $200 \, \rm mW$. Der Unterschied zwischen den beiden Verstärkern ist ein enormer Kostenfaktor.



$\text{Fazit:}$  Aufgrund dieser Angaben kann zusammengefasst werden:

  • OFDM mit einem großen Back–off im Uplink würde zu Problemen führen, nämlich zu extrem kurzen Batterielaufzeiten der mobilen Endgeräte. Daher wird im LTE–Uplink das konkurrierende Verfahren SC–FDMA verwendet.
  • Zudem ist die Sender–Komplexität bei SC–FDMA allgemein niedriger als bei anderen Verfahren, was billigere Endgeräte bedeutet  [MLG06][5]. Würde man das bei UMTS genutzte CDMA auf den 4G–Standard erweitern, so würde demgegenüber auf Grund der hohen Frequenzdiversität im Kanal die Empfängerkomplexität stark ansteigen  [IXIA09][6].
  • Allerdings wird die Frequenzbereichsentzerrung bei SC–FDMA komplizierter als bei OFDMA. Dies ist der Hauptgrund, warum man SC–FDMA nur im Uplink verwendet. So müssen diese komplizierten Entzerrer nur in den Basisstationen eingebaut werden und nicht in den Endgeräten.



Aufgaben zum Kapitel


Aufgabe 4.3: Subcarrier–Mapping

Aufgabe 4.3Z: Zugriffsverfahren bei LTE

Quellenverzeichnis

  1. Holma, H.; Toskala, A.: LTE for UMTS - OFDMA and SC-FDMA Based Radio Access. Wiley & Sons, 2009.
  2. 2.0 2.1 Myung, H.; Goodman, D.: Single Carrier FDMA – A New Air Interface for Long Term Evolution. West Sussex: John Wiley & Sons, 2008.
  3. Wu, B.: Analyzing WiMAX Modulation Quality. PDF-Internet document, 2009.
  4. Hindelang, T.: Mobile Communications. Vorlesungsmanuskript. Lehrstuhl für Nachrichtentechnik, TU München, 2008.
  5. Myung, H.; Lim, J.; Goodman, D.: Single Carrier FDMA for Uplink Wireless Transmission. IEEE Vehicular Technology Magazine, Vol. 1, No. 3, 2006.
  6. SC-FDMA – Single Carrier FDMA in LTE. (PDF–Dokument im Internet), 2009.