Difference between revisions of "Modulation Methods/Direct-Sequence Spread Spectrum Modulation"

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{{Header
 
{{Header
 
|Untermenü= Multiple Access Methods
 
|Untermenü= Multiple Access Methods
|Vorherige Seite=Aufgaben und Klassifizierung
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|Vorherige Seite=Tasks and Classification
|Nächste Seite=Spreizfolgen für CDMA
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|Nächste Seite=Spreading Sequences for CDMA
 
}}
 
}}
 
==Block diagram and equivalent low-pass model==
 
==Block diagram and equivalent low-pass model==
 
<br>
 
<br>
[[File:EN_Mod_T_5_2_S1.png |right|frame| Block diagram and equivalent low-pass model of direct-sequence spread spectrum]]
+
One possibility for realizing a CDMA system is the so-called&nbsp; &raquo;Direct-Sequence Spread Spectrum&laquo;&nbsp; $\text{(DS&ndash;SS)}$&nbsp;,&nbsp; which is explained here using the block diagram.&nbsp; The corresponding model in the equivalent low-pass range is shown below.&nbsp;
  
One possibility for realizing a CDMA system is the so-called &nbsp;'''direct-sequence spread spectrum''', which is explained here on the basis of the block diagram.&nbsp; The corresponding model in the equivalent low-pass range is shown below.&nbsp;  
+
[[File:EN_Mod_T_5_2_S1_neu2.png|right|frame| Block diagram and equivalent low-pass model of direct-sequence spread spectrum]]
 +
In both models,&nbsp;
 +
*the distortion-free channel&nbsp; $($AWGN and possibly interference from other users,&nbsp; but no &nbsp;[[Digital_Signal_Transmission/Causes_and_Effects_of_Intersymbol_Interference#Definition_of_the_term_.22Intersymbol_Interference.22|$\text{intersymbol interference}$]]$)$&nbsp; is highlighted in yellow,
 +
*the &nbsp;[[Digital_Signal_Transmission/Error_Probability_for_Baseband_Transmission#Optimal_binary_receiver_.E2.80.93_.22Matched_Filter.22_realization|$\text{optimal receiver}$]]&nbsp; $($matched filter plus threshold decider$)$ is highlighted in green.
 +
<br><br><br>
 +
Note:
  
In both models, the distortion-free channel&nbsp; $($AWGN and possibly interference from other users, but no &nbsp;[[Digital_Signal_Transmission/Ursachen_und_Auswirkungen_von_Impulsinterferenzen#Definition_des_Begriffs_.E2.80.9EImpulsinterferenz.E2.80.9D|intersymbol interference]]$)$&nbsp; is highlighted in yellow and the &nbsp;[[Digital_Signal_Transmission/Fehlerwahrscheinlichkeit_bei_Basisbandübertragung#Optimaler_Bin.C3.A4rempf.C3.A4nger_-_Realisierung_mit_Matched-Filter|optimal receiver]]&nbsp; $($matched filter plus threshold decider$)$ is highlighted in green.
+
In in the equivalent low-pass model the multiplications with the transmitter-side carrier signal &nbsp;$z(t)$&nbsp; and the receiver-side carrier signal &nbsp;&nbsp;$z_{\rm E}(t) =2\cdot z(t)$&nbsp; are omitted.
 
<br clear=all>
 
<br clear=all>
 
{{BlaueBox|TEXT=
 
{{BlaueBox|TEXT=
 
$\text{This system can be characterized as follows:}$  
 
$\text{This system can be characterized as follows:}$  
*If the multiplication with the spread signal &nbsp;$c(t)$&nbsp; at transmitter and receiver is omitted, the result is a conventional &nbsp;[[Modulation_Methods/Lineare_digitale_Modulation#BPSK_.E2.80.93_Binary_Phase_Shift_Keying|BPSK system]]&nbsp; with the carrier &nbsp;$z(t)$&nbsp; and AWGN noise, characterized by the additive Gaussian interference signal &nbsp;$n(t)$.&nbsp; The second interference component (interference from other participants) is omitted: &nbsp; $i(t) = 0$.  
+
*If the multiplication with the spreading signal &nbsp;$c(t)$&nbsp; at transmitter and receiver is omitted,&nbsp; the result is a conventional &nbsp;[[Modulation_Methods/Lineare_digitale_Modulation#BPSK_.E2.80.93_Binary_Phase_Shift_Keying|$\text{BPSK system}$]]&nbsp; with the carrier &nbsp;$z(t)$&nbsp; and AWGN noise, characterized by the additive Gaussian noise signal &nbsp;$n(t)$.&nbsp; The second interference component&nbsp; (interference from other participants)&nbsp; is omitted: &nbsp; $i(t) = 0$.  
*For the following it is assumed&nbsp; $($this is essential for direct-sequence spread spectrum!$)$ that the source signal &nbsp;$q(t)$&nbsp; has a rectangular NRZ curve.&nbsp; Then the matched filter can be replaced by an integrator over a symbol duration &nbsp;$T$&nbsp; &nbsp; ⇒ &nbsp; &nbsp;[[Digital_Signal_Transmission/Fehlerwahrscheinlichkeit_bei_Basisbandübertragung#Optimaler_Bin.C3.A4rempf.C3.A4nger_.E2.80.93_Realisierungsform_.E2.80.9EIntegrate_.26_Dump.E2.80.9D|"Integrate & Dump"]].&nbsp; This is followed by the threshold decider.}}  
+
*For the following it is assumed&nbsp; $($this is essential for direct-sequence spread spectrum!$)$ that the source signal &nbsp;$q(t)$&nbsp; has a rectangular NRZ curve.&nbsp; Then the matched filter can be replaced by an integrator over a symbol duration &nbsp;$T$&nbsp; &nbsp; ⇒ &nbsp; &nbsp;[[Digital_Signal_Transmission/Error_Probability_for_Baseband_Transmission#Optimal_binary_receiver_.E2.80.93_.22Integrate_.26_Dump.22_realization|$\text{Integrate & Dump}$]].&nbsp; This is followed by the threshold decision.}}  
  
 
==Principle and properties of band spreading methods==
 
==Principle and properties of band spreading methods==
 
<br>
 
<br>
In the following we consider direct-sequence spread spectrum in the &nbsp;''equivalent low-pass range''. Thus, the multiplication with the carrier signals &nbsp;$z(t)$&nbsp; or &nbsp;$2\cdot z(t)$&nbsp; is omitted.
+
In the following we consider&nbsp; &raquo;'''Pseudo-Noise Band Spreading'''&laquo;&nbsp; in the equivalent low-pass region.&nbsp; So the model outlined below applies.
 +
[[File:EN_Mod_T_5_2_S2_neu2.png|right|frame| Low-pass model of direct-sequence spread spectrum]]
  
[[File:P_ID1873__Mod_T_5_2_S2_neu.png |right|frame| Low-pass model of direct-sequence spread spectrum '''KORREKTUR:''' low-pass model, source, sink]]
 
 
*Characteristic for this type of modulation is the multiplication of the bipolar and rectangular digital signal &nbsp;$q(t)$&nbsp; with a pseudo-random&nbsp; $±1$ spreading sequence &nbsp;$c(t)$:
 
*Characteristic for this type of modulation is the multiplication of the bipolar and rectangular digital signal &nbsp;$q(t)$&nbsp; with a pseudo-random&nbsp; $±1$ spreading sequence &nbsp;$c(t)$:
 
:$$s(t) = q(t) \cdot c(t) \hspace{0.05cm}.$$
 
:$$s(t) = q(t) \cdot c(t) \hspace{0.05cm}.$$
*The duration &nbsp;$T_c$&nbsp; of a spreading chip is smaller than the duration &nbsp;$T$&nbsp; of a source symbol by the integer spreading factor &nbsp;$J$,&nbsp; so that the transmitted signal spectrum is
+
*The duration &nbsp;$T_c$&nbsp; of a spreading chip is smaller than the duration &nbsp;$T$&nbsp; of a source symbol by the integer spreading factor &nbsp;$J$,&nbsp; so that the transmitted signal spectrum
 
:$$S(f) = Q(f) \star C(f)$$
 
:$$S(f) = Q(f) \star C(f)$$
:is wider than the spectral function &nbsp;$Q(f)$ by approximately this factor &nbsp;$J$&nbsp;.  
+
:is wider than the spectrum &nbsp;$Q(f)$ by approximately this factor &nbsp;$J$.  
 
   
 
   
 
{{BlaueBox|TEXT=
 
{{BlaueBox|TEXT=
This process is referred to as  &nbsp;'''Direct Sequence Spread Spectrum'''&nbsp; $\rm (DS–SS)$&nbsp; or PN band spreading. In this context, please note in particular:  
+
$\text{In this context, please note in particular:}$
*In previous chapters, a major goal of modulation has always been to be as bandwidth-efficient as possible.
+
*In previous chapters,&nbsp; a major goal of modulation has always been to be as bandwidth-efficient as possible.
*Here, in contrast, we try to spread the signal over as wide a bandwidth as possible.  
+
*Here, in contrast,&nbsp; we try to spread the signal over as wide a bandwidth as possible.  
 
*The bandwidth expansion by &nbsp;$J$&nbsp; is necessary to allow several subscribers to use the same frequency band simultaneously.  
 
*The bandwidth expansion by &nbsp;$J$&nbsp; is necessary to allow several subscribers to use the same frequency band simultaneously.  
 
*Ideally, &nbsp;$2^J$&nbsp; suitable spreading sequences can be found.&nbsp; This makes a CDMA system for &nbsp;$2^J$&nbsp; simultaneous users feasible. }}
 
*Ideally, &nbsp;$2^J$&nbsp; suitable spreading sequences can be found.&nbsp; This makes a CDMA system for &nbsp;$2^J$&nbsp; simultaneous users feasible. }}
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Band spreading techniques also offer the following advantages:
 
Band spreading techniques also offer the following advantages:
*One can transmit an additional low-rate&nbsp; "DS–SS signal"&nbsp; can be transmitted over a frequency band that is otherwise used by FDMA channels with a higher data rate without significantly disrupting the main applications.&nbsp; The band spread signal virtually disappears under the noise level of these signals.
+
*An additional low-rate&nbsp; "DS–SS signal"&nbsp; can be transmitted over a frequency band that is otherwise used by FDMA channels with a higher data rate without significantly disrupting the main applications.&nbsp; The band spread signal virtually disappears under the noise level of these signals.
*Targeted narrowband interferers ("sinusoidal interferers") can be combated well with this technique.&nbsp; This military point of view was also decisive for the invention and further development of band spreading techniques.
+
*Targeted narrowband interferers&nbsp; ("sinusoidal interferers")&nbsp; can be combated well with this technique.&nbsp; This military point of view was also decisive for the invention and further development of band spreading techniques.
*Furthermore, the band spreading technique in general, but especially &nbsp;[https://en.wikipedia.org/wiki/Frequency-hopping_spread_spectrum frequency hopping]&nbsp; $($fast discrete change of the carrier frequency over a wide range$)$&nbsp; and &nbsp;[https://en.wikipedia.org/wiki/Chirp_spread_spectrum chirp modulation]&nbsp; $($continuous change of the carrier frequency during a bit interval$)$&nbsp; also offer the possibility of better transmission over frequency-selective channels.
+
*Furthermore,&nbsp; the band spreading technique in general,&nbsp; but especially &nbsp;[https://en.wikipedia.org/wiki/Frequency-hopping_spread_spectrum $\text{frequency hopping}$]&nbsp; $($fast discrete change of the carrier frequency over a wide range$)$&nbsp; and &nbsp;[https://en.wikipedia.org/wiki/Chirp_spread_spectrum $\text{chirp modulation}$]&nbsp; $($continuous change of the carrier frequency during a bit interval$)$&nbsp; also offer the possibility of better transmission over frequency-selective channels.
  
  
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{{GraueBox|TEXT=
 
{{GraueBox|TEXT=
 
[[File:P_ID1874__Mod_T_5_2_S3a_neu.png |right|frame| Signals of direct-sequence spread spectrum modulation in the noise-free case]]
 
[[File:P_ID1874__Mod_T_5_2_S3a_neu.png |right|frame| Signals of direct-sequence spread spectrum modulation in the noise-free case]]
$\text{Example 1:}$&nbsp;
+
$\text{Example 1:}$&nbsp; The graph shows
+
*above the source signal &nbsp;$q(t)$&nbsp; &ndash; marked by blue background &ndash; and the band spread signal &nbsp;$s(t)$&nbsp; as solid black line,
The graph shows
+
*at the bottom left the signal &nbsp;$b(t)$&nbsp; after band compression,
*above the source signal &nbsp;$q(t)$&nbsp; &ndash; marked by the blue background &ndash; and the (band spread) transmitted signal &nbsp;$s(t)$,
+
*bottom right the detection signal &nbsp;$d(t)$&nbsp; after the integrator, directly before the decision.
*at the bottom left the signal &nbsp;$b(t)$&nbsp; after band compression, and
 
*bottom right the detection signal &nbsp;$d(t)$&nbsp; after the integrator, directly before the decision maker.
 
  
  
''Further notes:''
+
Further notes:  
#&nbsp; A discrete-time and normalized signal representation with rectangles spaced by the chip duration &nbsp;$T_c$&nbsp; is chosen.
+
#&nbsp; Discrete-time and normalized signal representation with rectangles spaced by the chip duration &nbsp;$T_c$&nbsp; is chosen.
 
#&nbsp; The spreading factor is &nbsp;$J = 8$.
 
#&nbsp; The spreading factor is &nbsp;$J = 8$.
#&nbsp; As spreading sequence the &nbsp;[[Modulation_Methods/Spreizfolgen_für_CDMA#Walsh.E2.80.93Funktionen|walsh function no. 7]]&nbsp; is used.  
+
#&nbsp; As spreading sequence the &nbsp;[[Modulation_Methods/Spreading_Sequences_for_CDMA#Walsh_functions|$\text{Walsh function no. 7}$]]&nbsp; is used.  
#&nbsp; All images are valid for the noise-free case &nbsp; ⇒ &nbsp; $n(t) = 0$.  
+
#&nbsp; All images show the noise-free case &nbsp; ⇒ &nbsp; $n(t) = 0$.  
 
<br clear=all>
 
<br clear=all>
 
To the individual signal curves is to be noted:
 
To the individual signal curves is to be noted:
*The &nbsp;$±1$ data signal &nbsp;$q(t)$&nbsp; is marked by the blue background.&nbsp; After multiplication with the spread signal &nbsp;$c(t)$,&nbsp; the result is the transmitted signal &nbsp;$J = 8$&nbsp; which is higher in frequency by the factor &nbsp;$s(t)$.  
+
*The &nbsp;$±1$ data signal &nbsp;$q(t)$&nbsp; is marked by the blue background.&nbsp; After multiplication with the spreading signal &nbsp;$c(t)$,&nbsp; the result is the transmitted signal&nbsp; $s(t)$&nbsp; which is higher in frequency by the factor &nbsp;$J = 8$.  
*The spread signal &nbsp;$c(t)$&nbsp; is periodic with &nbsp;$T = J · T_c$&nbsp; and thus has a line spectrum.&nbsp; In the first, fourth, and eighth data bits, &nbsp;$c(t)=s(t)$, but at the other times, &nbsp;$c(t) = - s(t)$.  
+
*The spreading signal &nbsp;$c(t)$&nbsp; is periodic with &nbsp;$T = J · T_c$&nbsp; and thus has a line spectrum.&nbsp; In the data bits&nbsp; $1,\ 4,\ 8$: &nbsp; $s(t)=c(t)$,&nbsp; other times, &nbsp;$s(t) = - c(t)$.  
*After band compression at the receiver, i.e., after chipsynchronous multiplication by &nbsp;$c(t) ∈ \{±1\}$ &nbsp; ⇒ &nbsp;  $c^2(t) = 1$&nbsp;, the signal &nbsp;$b(t)$&nbsp; is obtained.
+
*After band compression at the receiver, i.e.,&nbsp; after chipsynchronous multiplication by &nbsp;$c(t) ∈ \{±1\}$ &nbsp; ⇒ &nbsp;  $c^2(t) = 1,$&nbsp; the signal &nbsp;$b(t)$&nbsp; is obtained.
*In the distortion-free and noise-free case
+
*In the distortion-free and noise-free case:
 
:$$b(t) = r(t) \cdot c(t) = s(t) \cdot c(t) = \big [ q(t) \cdot c(t) \big ] \cdot c(t) = q(t) \hspace{0.05cm}.$$
 
:$$b(t) = r(t) \cdot c(t) = s(t) \cdot c(t) = \big [ q(t) \cdot c(t) \big ] \cdot c(t) = q(t) \hspace{0.05cm}.$$
 
*Integrating &nbsp;$b(t)$&nbsp; over one bit at a time yields a linearly increasing or linearly decreasing signal &nbsp;$d(t)$.&nbsp; The step curve in the right image is solely due to the discrete-time representation.
 
*Integrating &nbsp;$b(t)$&nbsp; over one bit at a time yields a linearly increasing or linearly decreasing signal &nbsp;$d(t)$.&nbsp; The step curve in the right image is solely due to the discrete-time representation.
*At the equidistant detection times the &nbsp;$ν$–th amplitude coefficients &nbsp;$a_ν$&nbsp; of the source signal &nbsp;$q(t)$ are valid in the distortion- and noise-free case:
+
*At the equidistant detection times the &nbsp;$ν$–th amplitude coefficients &nbsp;$a_ν$&nbsp; of the source signal &nbsp;$q(t)$ are valid in the distortion-free and noise-free case:
 
:$$ d (\nu T) = \frac{1}{T} \cdot \hspace{-0.1cm} \int_{(\nu -1 )T }^{\nu T}\hspace{-0.3cm} b (t )\hspace{0.1cm} {\rm d}t = a_\nu \in \{ +1, -1 \}\hspace{0.05cm}.$$}}
 
:$$ d (\nu T) = \frac{1}{T} \cdot \hspace{-0.1cm} \int_{(\nu -1 )T }^{\nu T}\hspace{-0.3cm} b (t )\hspace{0.1cm} {\rm d}t = a_\nu \in \{ +1, -1 \}\hspace{0.05cm}.$$}}
  
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{{GraueBox|TEXT=
 
{{GraueBox|TEXT=
 
[[File:P_ID1867__Mod_T_5_2_S3b_neu.png|right|frame| Signals of direct-sequence spread spectrum modulation for &nbsp;$10 · \lg  \ (E_{\rm B}/N_0) = 6 \ {\rm dB}$]]
 
[[File:P_ID1867__Mod_T_5_2_S3b_neu.png|right|frame| Signals of direct-sequence spread spectrum modulation for &nbsp;$10 · \lg  \ (E_{\rm B}/N_0) = 6 \ {\rm dB}$]]
$\text{Example 2:}$&nbsp;  
+
$\text{Example 2:}$&nbsp; The two lower graphs change significantly from the first example when AWGN noise is considered.
 
 
The two lower graphs change significantly from the first example when AWGN noise is considered.
 
  
The AWGN parameter is assumed to be &nbsp;$10 · \lg  \ (E_{\rm B}/N_0) = 6 \ \rm dB$.&nbsp; &nbsp; Then
+
The AWGN parameter is&nbsp; $10 · \lg  \ (E_{\rm B}/N_0) = 6 \ \rm dB$.&nbsp; &nbsp; Then
*das bandpassed signal &nbsp;$b(t)$&nbsp; is no longer sectionally constant, and
+
*the band compressed signal &nbsp;$b(t)$&nbsp; is no longer sectionally constant, and
 
*the detection signal &nbsp;$d(t)$&nbsp; is no longer linearly increasing or decreasing.
 
*the detection signal &nbsp;$d(t)$&nbsp; is no longer linearly increasing or decreasing.
  
  
After thresholding the samples &nbsp;$d(νT)$,&nbsp; one nevertheless obtains mostly the sought amplitude coefficients.&nbsp; The vague statement "mostly" is quantifiable by the bit error probability &nbsp;$p_{\rm B}$.&nbsp;&nbsp; Because of
+
After thresholding the samples &nbsp;$d(νT)$,&nbsp; one nevertheless obtains mostly the sought amplitude coefficients.&nbsp; The vague statement "mostly" is quantifiable by the bit error probability &nbsp;$p_{\rm B}$.&nbsp;&nbsp; As
 
:$$b(t) =  \big [ s(t) + n(t) \big ] \cdot c(t) = q(t) + n(t) \cdot c(t)$$
 
:$$b(t) =  \big [ s(t) + n(t) \big ] \cdot c(t) = q(t) + n(t) \cdot c(t)$$
and due to the fact that the statistical properties of white noise &nbsp;$n(t)$&nbsp; are not changed by the multiplication with the &nbsp;$±1$ signal &nbsp;$c(t)$,&nbsp; the same result is obtained again as for the&nbsp; [[Modulation_Methods/Lineare_digitale_Modulation#Fehlerwahrscheinlichkeiten_-_ein_kurzer_.C3.9Cberblick|conventional BPSK]]&nbsp; without band spreading/band compression, independent of the spreading degree &nbsp;$J$&nbsp;:  
+
and due to the fact that the statistical properties of white noise &nbsp;$n(t)$&nbsp; are not changed by the multiplication with the &nbsp;$±1$ signal &nbsp;$c(t)$,&nbsp; the same result is obtained again as for the&nbsp; [[Modulation_Methods/Linear_Digital_Modulation#Error_probabilities_-_a_brief_overview|$\text{conventional BPSK}$]]&nbsp; without band spreading/band compression, independent of the spreading degree &nbsp;$J$&nbsp;:  
 
:$$p_{\rm B} =  {\rm Q} \left( \hspace{-0.05cm} \sqrt { {2 \cdot E_{\rm B} }/{N_{\rm 0} } } \hspace{0.05cm} \right )  \hspace{0.05cm}.$$ }}
 
:$$p_{\rm B} =  {\rm Q} \left( \hspace{-0.05cm} \sqrt { {2 \cdot E_{\rm B} }/{N_{\rm 0} } } \hspace{0.05cm} \right )  \hspace{0.05cm}.$$ }}
  
 
==Additional sinusoidal interferer around the carrier frequency==
 
==Additional sinusoidal interferer around the carrier frequency==
 
<br>
 
<br>
We continue to assume only one participant.  In contrast to the calculation in the last section, however, there are now  
+
We continue to assume only one participant.&nbsp; In contrast to the calculation in the last section,&nbsp; however,&nbsp; there are now  
 
*in addition to the AWGN noise &nbsp;$n(t)$&nbsp; also  
 
*in addition to the AWGN noise &nbsp;$n(t)$&nbsp; also  
*a narrowband interferer &nbsp;$i(t)$&nbsp; around the frequency &nbsp;$f_{\rm I}$&nbsp; with power $P_{\rm I}$ and bandwidth &nbsp;$B_{\rm I}$.   
+
*a narrowband interferer &nbsp;$i(t)$&nbsp; around the frequency &nbsp;$f_{\rm I}$&nbsp; with power&nbsp; $P_{\rm I}$&nbsp; and bandwidth &nbsp;$B_{\rm I}$.   
  
  
In the limiting case &nbsp;$B_{\rm I} → 0$&nbsp; the power density spectrum of this "sinusoidal interferer" is:
+
In the limiting case &nbsp;$B_{\rm I} → 0$&nbsp; the power-spectral density of this&nbsp; "sinusoidal interferer"&nbsp; is:
 
:$${\it \Phi}_{\rm I}(f) =  {P_{\rm I}}/{2} \cdot  \big[ \delta ( f - f_{\rm I})  + \delta ( f +  f_{\rm I}) \big ] \hspace{0.05cm}.$$
 
:$${\it \Phi}_{\rm I}(f) =  {P_{\rm I}}/{2} \cdot  \big[ \delta ( f - f_{\rm I})  + \delta ( f +  f_{\rm I}) \big ] \hspace{0.05cm}.$$
  
In a conventional transmission system without band spreading/band compression, such a narrowband interferer would increase the error probability to an unacceptable extent.&nbsp; In a system with band spreading &nbsp; &rArr; &nbsp; direct-sequence spread spectrum modulation, the interfering influence is significantly lower, since  
+
In a conventional transmission system without band spreading/band compression,&nbsp; such a narrowband interferer would increase the error probability to an unacceptable extent.&nbsp; In a system with band spreading &nbsp; &rArr; &nbsp; "direct-sequence spread spectrum modulation",&nbsp; the interfering influence is significantly lower,&nbsp; since  
 
*band compression acts as band spreading at the receiver with respect to the sinusoidal interferer,
 
*band compression acts as band spreading at the receiver with respect to the sinusoidal interferer,
 
* thus its power is distributed over a very wide frequency band &nbsp;$B_c = 1/T_c \gg B$,&nbsp;  
 
* thus its power is distributed over a very wide frequency band &nbsp;$B_c = 1/T_c \gg B$,&nbsp;  
*the additional interfering power density in the useful frequency band &nbsp;$(±B)$&nbsp; is rather low and can be detected by a slight increase of the AWGN noise power density &nbsp;$N_0$.&nbsp;
+
*the additional interfering power density in the useful frequency band &nbsp;$(±B)$&nbsp; is rather low and can be taken into account by a slight increase of AWGN noise power density&nbsp; $N_0$.
  
  
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The larger the spreading factor &nbsp;$J$,&nbsp; the smaller the increase in noise power due to the sinusoidal interferer.
 
The larger the spreading factor &nbsp;$J$,&nbsp; the smaller the increase in noise power due to the sinusoidal interferer.
  
''Note:'' &nbsp; This fact has led to the spreading factor &nbsp;$J$&nbsp; being often referred to as spreading gain in the literature, compare for example [ZP85]<ref>Ziemer, R.; Peterson, R. L.: ''Digital Communication and Spread Spectrum Systems.'' New York: McMillon, 1985.</ref>.  
+
Note: &nbsp; This fact has led to the spreading factor &nbsp;$J$&nbsp; being often referred to&nbsp; "spreading gain"&nbsp; in the literature,&nbsp; compare for example&nbsp; [ZP85]<ref>Ziemer, R.; Peterson, R. L.:&nbsp; Digital Communication and Spread Spectrum Systems.&nbsp; New York: McMillon, 1985.</ref>.  
 
*These books are mostly about military applications of the band spreading methods.
 
*These books are mostly about military applications of the band spreading methods.
*Sometimes the "cheapest interferer" is mentioned, namely when the degradation is the largest.
+
*Sometimes the&nbsp; "most favorable interferer"&nbsp; is mentioned,&nbsp; namely when the degradation is the largest.
*However, we do not want to deal with such applications here.
+
*However,&nbsp; we do not want to deal with such applications here.
  
  
Approximately, however, the above error probability equation can also be applied when an unspread transmission of higher data rate and a spread spectrum system of lower rate operate in the same frequency band.&nbsp; The interfering influence of the former system with bandwidth &nbsp;$B_{\rm I}$&nbsp; on the&nbsp; spread spectrum system&nbsp; can be treated approximately as a&nbsp; ''narrowband interferer''&nbsp; as long as &nbsp;$B_{\rm I}$&nbsp; is sufficiently small.
+
But the above error probability equation can also be applied approximately when an unspread transmission of higher data rate and a spread spectrum system of lower rate operate in the same frequency band: &nbsp; The interfering influence of the former system with bandwidth &nbsp;$B_{\rm I}$&nbsp; on the&nbsp; spread spectrum system&nbsp; can be treated approximately as a&nbsp; "narrowband interferer"&nbsp; as long as &nbsp;$B_{\rm I}$&nbsp; is sufficiently small.
  
 
{{BlaueBox|TEXT=
 
{{BlaueBox|TEXT=
$\text{Conclusion:}$&nbsp;  
+
$\text{Conclusions:}$&nbsp;  
*With AWGN noise (and also many other channels), the bit error probability cannot be reduced by band spreading.
+
*'''With AWGN noise'''&nbsp; (and also many other channels),&nbsp; '''the bit error probability cannot be reduced by band spreading'''.
*In the best case, band spreading results in the same bit error probability as BPSK (without spreading).
+
*In the best case,&nbsp; band spreading results in the same bit error probability as BPSK&nbsp; (without spreading).
*For our purposes, band spreading is a necessary measure to be able to supply several subscribers simultaneously in the same frequency band.
+
*For our purposes,&nbsp; '''band spreading is a necessary measure to be able to supply several subscribers simultaneously in the same frequency band'''.
*In the following, we will only consider the CDMA aspect and therefore continue to speak of the spreading factor &nbsp;$J$&nbsp; and not of a spreading gain. }}
+
*In the following,&nbsp; we will only consider the CDMA aspect and therefore continue to speak of the spreading factor &nbsp;$J$&nbsp; and not of a&nbsp; "spreading gain". }}
  
  
 
==Exercises for the chapter==
 
==Exercises for the chapter==
 
<br>
 
<br>
[[Aufgaben:Exercise_5.2:_Bandspreading_and_Narrowband_Interferer|Exercise 5.2: Bandspreading and Narrowband Interferer]]
+
[[Aufgaben:Exercise_5.2:_Bandspreading_and_Narrowband_Interferer|Exercise 5.2: Band Spreading and Narrowband Interferer]]
  
 
[[Aufgaben:Exercise_5.2Z:_About_PN_Modulation|Exercise 5.2Z: About PN Modulation]]
 
[[Aufgaben:Exercise_5.2Z:_About_PN_Modulation|Exercise 5.2Z: About PN Modulation]]

Latest revision as of 16:13, 19 January 2023

Block diagram and equivalent low-pass model


One possibility for realizing a CDMA system is the so-called  »Direct-Sequence Spread Spectrum«  $\text{(DS–SS)}$ ,  which is explained here using the block diagram.  The corresponding model in the equivalent low-pass range is shown below. 

Block diagram and equivalent low-pass model of direct-sequence spread spectrum

In both models, 




Note:

In in the equivalent low-pass model the multiplications with the transmitter-side carrier signal  $z(t)$  and the receiver-side carrier signal   $z_{\rm E}(t) =2\cdot z(t)$  are omitted.

$\text{This system can be characterized as follows:}$

  • If the multiplication with the spreading signal  $c(t)$  at transmitter and receiver is omitted,  the result is a conventional  $\text{BPSK system}$  with the carrier  $z(t)$  and AWGN noise, characterized by the additive Gaussian noise signal  $n(t)$.  The second interference component  (interference from other participants)  is omitted:   $i(t) = 0$.
  • For the following it is assumed  $($this is essential for direct-sequence spread spectrum!$)$ that the source signal  $q(t)$  has a rectangular NRZ curve.  Then the matched filter can be replaced by an integrator over a symbol duration  $T$    ⇒    $\text{Integrate & Dump}$.  This is followed by the threshold decision.

Principle and properties of band spreading methods


In the following we consider  »Pseudo-Noise Band Spreading«  in the equivalent low-pass region.  So the model outlined below applies.

Low-pass model of direct-sequence spread spectrum
  • Characteristic for this type of modulation is the multiplication of the bipolar and rectangular digital signal  $q(t)$  with a pseudo-random  $±1$ spreading sequence  $c(t)$:
$$s(t) = q(t) \cdot c(t) \hspace{0.05cm}.$$
  • The duration  $T_c$  of a spreading chip is smaller than the duration  $T$  of a source symbol by the integer spreading factor  $J$,  so that the transmitted signal spectrum
$$S(f) = Q(f) \star C(f)$$
is wider than the spectrum  $Q(f)$ by approximately this factor  $J$.

$\text{In this context, please note in particular:}$

  • In previous chapters,  a major goal of modulation has always been to be as bandwidth-efficient as possible.
  • Here, in contrast,  we try to spread the signal over as wide a bandwidth as possible.
  • The bandwidth expansion by  $J$  is necessary to allow several subscribers to use the same frequency band simultaneously.
  • Ideally,  $2^J$  suitable spreading sequences can be found.  This makes a CDMA system for  $2^J$  simultaneous users feasible.


Band spreading techniques also offer the following advantages:

  • An additional low-rate  "DS–SS signal"  can be transmitted over a frequency band that is otherwise used by FDMA channels with a higher data rate without significantly disrupting the main applications.  The band spread signal virtually disappears under the noise level of these signals.
  • Targeted narrowband interferers  ("sinusoidal interferers")  can be combated well with this technique.  This military point of view was also decisive for the invention and further development of band spreading techniques.
  • Furthermore,  the band spreading technique in general,  but especially  $\text{frequency hopping}$  $($fast discrete change of the carrier frequency over a wide range$)$  and  $\text{chirp modulation}$  $($continuous change of the carrier frequency during a bit interval$)$  also offer the possibility of better transmission over frequency-selective channels.


Signal curves with a single participant


A disadvantage of direct-sequence spread spectrum modulation is that under unfavorable conditions interference can occur between the subscriber under consideration and other subscribers.

  • This case is taken into account in the model by the interference quantity  $i(t)$. 
  • We initially consider only one transmitter, so that  $i(t) = 0$  is to be set.


Signals of direct-sequence spread spectrum modulation in the noise-free case

$\text{Example 1:}$  The graph shows

  • above the source signal  $q(t)$  – marked by blue background – and the band spread signal  $s(t)$  as solid black line,
  • at the bottom left the signal  $b(t)$  after band compression,
  • bottom right the detection signal  $d(t)$  after the integrator, directly before the decision.


Further notes:

  1.   Discrete-time and normalized signal representation with rectangles spaced by the chip duration  $T_c$  is chosen.
  2.   The spreading factor is  $J = 8$.
  3.   As spreading sequence the  $\text{Walsh function no. 7}$  is used.
  4.   All images show the noise-free case   ⇒   $n(t) = 0$.


To the individual signal curves is to be noted:

  • The  $±1$ data signal  $q(t)$  is marked by the blue background.  After multiplication with the spreading signal  $c(t)$,  the result is the transmitted signal  $s(t)$  which is higher in frequency by the factor  $J = 8$.
  • The spreading signal  $c(t)$  is periodic with  $T = J · T_c$  and thus has a line spectrum.  In the data bits  $1,\ 4,\ 8$:   $s(t)=c(t)$,  other times,  $s(t) = - c(t)$.
  • After band compression at the receiver, i.e.,  after chipsynchronous multiplication by  $c(t) ∈ \{±1\}$   ⇒   $c^2(t) = 1,$  the signal  $b(t)$  is obtained.
  • In the distortion-free and noise-free case:
$$b(t) = r(t) \cdot c(t) = s(t) \cdot c(t) = \big [ q(t) \cdot c(t) \big ] \cdot c(t) = q(t) \hspace{0.05cm}.$$
  • Integrating  $b(t)$  over one bit at a time yields a linearly increasing or linearly decreasing signal  $d(t)$.  The step curve in the right image is solely due to the discrete-time representation.
  • At the equidistant detection times the  $ν$–th amplitude coefficients  $a_ν$  of the source signal  $q(t)$ are valid in the distortion-free and noise-free case:
$$ d (\nu T) = \frac{1}{T} \cdot \hspace{-0.1cm} \int_{(\nu -1 )T }^{\nu T}\hspace{-0.3cm} b (t )\hspace{0.1cm} {\rm d}t = a_\nu \in \{ +1, -1 \}\hspace{0.05cm}.$$


Signals of direct-sequence spread spectrum modulation for  $10 · \lg \ (E_{\rm B}/N_0) = 6 \ {\rm dB}$

$\text{Example 2:}$  The two lower graphs change significantly from the first example when AWGN noise is considered.

The AWGN parameter is  $10 · \lg \ (E_{\rm B}/N_0) = 6 \ \rm dB$.    Then

  • the band compressed signal  $b(t)$  is no longer sectionally constant, and
  • the detection signal  $d(t)$  is no longer linearly increasing or decreasing.


After thresholding the samples  $d(νT)$,  one nevertheless obtains mostly the sought amplitude coefficients.  The vague statement "mostly" is quantifiable by the bit error probability  $p_{\rm B}$.   As

$$b(t) = \big [ s(t) + n(t) \big ] \cdot c(t) = q(t) + n(t) \cdot c(t)$$

and due to the fact that the statistical properties of white noise  $n(t)$  are not changed by the multiplication with the  $±1$ signal  $c(t)$,  the same result is obtained again as for the  $\text{conventional BPSK}$  without band spreading/band compression, independent of the spreading degree  $J$ :

$$p_{\rm B} = {\rm Q} \left( \hspace{-0.05cm} \sqrt { {2 \cdot E_{\rm B} }/{N_{\rm 0} } } \hspace{0.05cm} \right ) \hspace{0.05cm}.$$

Additional sinusoidal interferer around the carrier frequency


We continue to assume only one participant.  In contrast to the calculation in the last section,  however,  there are now

  • in addition to the AWGN noise  $n(t)$  also
  • a narrowband interferer  $i(t)$  around the frequency  $f_{\rm I}$  with power  $P_{\rm I}$  and bandwidth  $B_{\rm I}$.


In the limiting case  $B_{\rm I} → 0$  the power-spectral density of this  "sinusoidal interferer"  is:

$${\it \Phi}_{\rm I}(f) = {P_{\rm I}}/{2} \cdot \big[ \delta ( f - f_{\rm I}) + \delta ( f + f_{\rm I}) \big ] \hspace{0.05cm}.$$

In a conventional transmission system without band spreading/band compression,  such a narrowband interferer would increase the error probability to an unacceptable extent.  In a system with band spreading   ⇒   "direct-sequence spread spectrum modulation",  the interfering influence is significantly lower,  since

  • band compression acts as band spreading at the receiver with respect to the sinusoidal interferer,
  • thus its power is distributed over a very wide frequency band  $B_c = 1/T_c \gg B$, 
  • the additional interfering power density in the useful frequency band  $(±B)$  is rather low and can be taken into account by a slight increase of AWGN noise power density  $N_0$.


With  $T = J · T_c$  and  $B = 1/T$  one obtains:

$$p_{\rm B} \approx {\rm Q} \left( \hspace{-0.05cm} \sqrt { \frac{2 \cdot E_{\rm B}}{N_{\rm 0} +P_{\rm I} \cdot T_c} } \hspace{0.05cm} \right ) = {\rm Q} \left( \hspace{-0.05cm} \sqrt { \frac{2 \cdot E_{\rm B}}{N_{\rm 0} } \cdot \left( \frac{1}{1+ P_{\rm I} \cdot T_c/N_0}\right ) } \hspace{0.05cm} \right )\hspace{0.3cm}\Rightarrow \hspace{0.3cm}\text{SNR degradation:} \ \frac{1}{\big[1 + P_{\rm I}/(J · N_0 · B)\big]}\hspace{0.05cm}.$$

The larger the spreading factor  $J$,  the smaller the increase in noise power due to the sinusoidal interferer.

Note:   This fact has led to the spreading factor  $J$  being often referred to  "spreading gain"  in the literature,  compare for example  [ZP85][1].

  • These books are mostly about military applications of the band spreading methods.
  • Sometimes the  "most favorable interferer"  is mentioned,  namely when the degradation is the largest.
  • However,  we do not want to deal with such applications here.


But the above error probability equation can also be applied approximately when an unspread transmission of higher data rate and a spread spectrum system of lower rate operate in the same frequency band:   The interfering influence of the former system with bandwidth  $B_{\rm I}$  on the  spread spectrum system  can be treated approximately as a  "narrowband interferer"  as long as  $B_{\rm I}$  is sufficiently small.

$\text{Conclusions:}$ 

  • With AWGN noise  (and also many other channels),  the bit error probability cannot be reduced by band spreading.
  • In the best case,  band spreading results in the same bit error probability as BPSK  (without spreading).
  • For our purposes,  band spreading is a necessary measure to be able to supply several subscribers simultaneously in the same frequency band.
  • In the following,  we will only consider the CDMA aspect and therefore continue to speak of the spreading factor  $J$  and not of a  "spreading gain".


Exercises for the chapter


Exercise 5.2: Band Spreading and Narrowband Interferer

Exercise 5.2Z: About PN Modulation



References

  1. Ziemer, R.; Peterson, R. L.:  Digital Communication and Spread Spectrum Systems.  New York: McMillon, 1985.