Difference between revisions of "Aufgaben:Exercise 5.4Z: OVSF Codes"

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{{quiz-Header|Buchseite=Modulationsverfahren/Spreizfolgen für CDMA
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{{quiz-Header|Buchseite=Modulation_Methods/Spreading_Sequences_for_CDMA
 
}}
 
}}
  
[[File:P_ID1891__Mod_Z_5_4.png|right|]]
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[[File:EN_Mod_Z_5_4.png|right|frame|Construction of an OVSF code]]
Die Spreizcodes für UMTS sollen
+
The spreading codes for  [[Examples_of_Communication_Systems/Allgemeine_Beschreibung_von_UMTS|UMTS]]  should
:* alle zueinander orthogonal sein, um eine gegenseitige Beeinflussung der Teilnehmer zu vermeiden,
+
* all be orthogonal to each other in order to avoid mutual interference between subscribers,
:* zusätzlich eine flexible Realisierung unterschiedlicher Spreizfaktoren J ermöglichen.
+
* additionally allow a flexible realization of different spreading factors  $J$. 
  
Ein Beispiel hierfür sind die sog. '''Codes mit variablem Spreizfaktor''' (englisch: ''Orthogonal Variable Spreading'' Factor, OVSF), die Spreizcodes der Längen von J = 4 bis J = 512 bereitstellen. Diese können, wie in der Grafik zu sehen ist, mit Hilfe eines Codebaums erstellt werden. Dabei entstehen bei jeder Verzweigung aus einem Code C zwei neue Codes (+C +C) und (+C –C).
 
  
Die Grafik verdeutlicht das hier angegebene Prinzip am Beispiel J = 4. Nummeriert man die Spreizfolgen von 0 bis J –1 durch, so ergeben sich hier die Spreizfolgen
+
One example of this is the so-called  [[Modulation_Methods/Spreading_Sequences_for_CDMA#Codes_with_variable_spreading_factor_.28OVSF_codes.29|"Orthogonal Variable Spreading Factor" code]],  which provide spreading codes with lengths from  $J = 4$  to  $J = 512$. 
$$\langle c_\nu^{(0)}\rangle  =  {+\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.15cm} {+\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.05cm},\hspace{0.3cm} \langle c_\nu^{(1)}\rangle = {+\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.15cm} {-\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.05cm},$$
 
$$\langle c_\nu^{(2)}\rangle  = {+\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.15cm} {+\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.05cm},\hspace{0.3cm} \langle c_\nu^{(3)}\rangle = {+\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.15cm} {-\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.05cm}.$$
 
Entsprechend dieser Nomenklatur gibt es für den Spreizfaktor J = 8 die Spreizfolgen 〈$c_ν{(0)}$〉, ... , 〈$c_ν{(7)}$.
 
  
Anzumerken ist, dass kein Vorgänger und Nachfolger eines Codes für einen anderen Teilnehmer benutzt werden darf. Im Beispiel könnten also vier Spreizcodes mit Spreizfaktor J = 4 verwendet werden oder die drei gelb hinterlegten Codes – einmal mit J = 2 und zweimal mit J = 4.
+
These can be created using a code tree,  as shown in the diagram.  In this process,  two new codes  $(+C \ +C)$  and  $(+C \ -C)$  are created from a code  $C$  at each branching.
  
'''Hinweis:''' Die Aufgabe bezieht sich auf dem [http://en.lntwww.de/Modulationsverfahren/Spreizfolgen_f%C3%BCr_CDMA#Codes_mit_variablem_Spreizfaktor_.28OVSF.E2.80.93Code.29 Codes mit variablem Spreizfaktor (OVSF–Code)] von [http://en.lntwww.de/Modulationsverfahren/Spreizfolgen_f%C3%BCr_CDMA Kapitel 5.3].
+
The diagram illustrates the principle given here with the example  $J = 4$: 
===Fragebogen===
+
*If the spreading sequences are numbered from  $0$  to  $J -1$  the spreading sequences are as follows
 +
:$$\langle c_\nu^{(0)}\rangle  =  {+\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.15cm} {+\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.05cm},\hspace{0.3cm} \langle c_\nu^{(1)}\rangle = {+\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.15cm} {-\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.05cm},$$
 +
:$$\langle c_\nu^{(2)}\rangle  =  {+\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.15cm} {+\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.05cm},\hspace{0.3cm} \langle c_\nu^{(3)}\rangle = {+\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.15cm} {-\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.05cm}.$$
 +
*According to this nomenclature,  for the spreading factor  $J = 8$  there are the spreading sequences  $\langle c_\nu^{(0)}\rangle $,  ... ,  $\langle c_\nu^{(7)}\rangle $.
 +
*Note that no predecessor and successor of a code may be used for another participant.
 +
*So,  in the example,  four spreading codes with spreading factor  $J = 4$  could be used or the three codes highlighted in yellow – once with  $J = 2$  and twice with  $J = 4$.
 +
 
 +
 
 +
 
 +
 
 +
 
 +
 
 +
Notes:
 +
*The exercise belongs to the chapter  [[Modulation_Methods/Spreizfolgen_für_CDMA|Spreading Sequences for CDMA]].
 +
*Reference is made in particular to the section  [[Modulation_Methods/Spreading_Sequences_for_CDMA#Codes_with_variable_spreading_factor_.28OVSF_codes.29|Codes with variable spreading factor (OVSF codes)]]  in the theory part.
 +
* We would also like to draw your attention to the  (German language)  interactive SWF module  [[Applets:OVSF-Codes_(Applet)|OVSF]]. 
 +
 +
 
 +
 
 +
===Questions===
  
 
<quiz display=simple>
 
<quiz display=simple>
{Konstruieren Sie das Baumdiagramm für J = 8. Welche OVSF–Codes ergeben sich daraus?
+
{Construct the tree diagram for &nbsp;$J = 8$.&nbsp; What are the resulting OVSF codes?
 
|type="[]"}
 
|type="[]"}
+ $c_ν{(1)}$〉 = +1 +1 +1 +1 –1 –1 –1 –1,
+
+ '''Code word 1:''' &nbsp; $ \langle c_\nu^{(1)}\rangle  = {+\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.15cm} {+\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.15cm}{-\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.15cm}{-\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.05cm},$
- $c_ν{(3)}$〉 = +1 +1 –1 –1 +1 +1 –1 –1,
+
- '''Code word 3:''' &nbsp; $ \langle c_\nu^{(3)}\rangle  = {+\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.15cm} {-\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.15cm}{+\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.15cm}{-\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1}$ ,
+ $c_ν{(5)}$〉 = +1 –1 +1 –1 –1 +1 –1 +1,
+
+ '''Code word 5:''' &nbsp; $ \langle c_\nu^{(5)}\rangle  = {+\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.15cm} {+\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.15cm}{+\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.15cm}{+\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.05cm}$,
+ $c_ν{(7)}$〉 = +1 –1 –1 +1 –1 +1 +1 –1.
+
+ '''Code word 7:''' &nbsp; $ \langle c_\nu^{(7)}\rangle  = {+\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.15cm} {-\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.15cm}{-\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.15cm}{+\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.05cm}$.
  
  
{Wieviele UMTS–Teilnehmer können mit J = 8 maximal bedient werden?
+
{What is the maximum number of UMTS subscribers &nbsp;$(K_{\rm max})$&nbsp; that can be served with &nbsp;$J = 8$&nbsp;?
 
|type="{}"}
 
|type="{}"}
$K_{max}$ = { 8 3%  }
+
$K_{\rm max} \ = \ $ { 8 }
  
{Wieviele Teilnehmer können versorgt werden, wenn drei dieser Teilnehmer einen Spreizcode mit J = 4 verwenden sollen?
+
{How many subscribers &nbsp;$(K)$&nbsp; can be served if three of these subscribers are to use a spreading code with &nbsp;$J = 4$&nbsp;?
 
|type="{}"}
 
|type="{}"}
$K$ = { 5 3% }  
+
$K \ = \ $ { 5 }  
  
{Gehen Sie von einer Baumstruktur für J = 32 aus. Ist folgende Zuweisung machbar: Zweimal J = 4, einmal J = 8, zweimal J = 16 und achtmal J = 32?
+
{Assume a tree structure for &nbsp;$J = 32$.&nbsp;&nbsp;  Is the following assignment feasible:<br>Twice &nbsp;$J = 4$,&nbsp; once &nbsp;$J = 8$,&nbsp; twice &nbsp;$J = 16$&nbsp; and eight times &nbsp;$J = 32$?
|type="[]"}
+
|type="()"}
+ ja
+
+ Yes.
- nein
+
- No.
 
</quiz>
 
</quiz>
  
===Musterlösung===
+
===Solution===
 
{{ML-Kopf}}
 
{{ML-Kopf}}
'''1.''' Die folgende Grafik zeigt die OVSF–Baumstruktur für J = 8 Nutzer. Daraus ist ersichtlich, dass die Lösungsvorschläge 1, 3 und 4 zutreffen, nicht jedoch der zweite.
+
[[File:P_ID1892__Mod_Z_5_4a.png|right|frame|OVSF tree structure for &nbsp;$J = 8$]]
 +
'''(1)'''&nbsp; The diagram shows the OVSF tree structure for &nbsp;$J = 8$ users.&nbsp; From this it can be seen that&nbsp; <u>solutions 1, 3 and 4</u>&nbsp; apply,&nbsp; but not the second one.
 +
 
 +
 
 +
 
 +
'''(2)'''&nbsp; If each user is assigned a spreading code with&nbsp; $J = 8$,&nbsp;&nbsp; $K_{\rm max}\hspace{0.15cm}\underline{ = 8}$&nbsp; subscribers can be served.
 +
 
 +
 
 +
 
 +
'''(3)'''&nbsp; When three subscribers are served by&nbsp; $J = 4$ <br>&nbsp; &rArr; &nbsp; only two subscribers can still be served by a spreading sequence with&nbsp; $J = 8$&nbsp; (see exemplary yellow background in the diagram) &nbsp; ⇒ &nbsp; $K\hspace{0.15cm}\underline{ = 5}$.
 +
 
  
[[File:P_ID1892__Mod_Z_5_4a.png]]
 
  
'''2.''' Wird jedem Nutzer ein Spreizcode mit J = 8 zugewiesen, so können $K_{max} = 8$ Teilnehmer versorgt werden.
+
'''(4)'''&nbsp; We denote by
 +
* $K_4 = 2$&nbsp; the number of spreading sequences with&nbsp; $J = 4$,
 +
* $K_8 = 1$&nbsp; the number of spreading sequences with&nbsp; $J = 8$,
 +
* $K_{16} = 2$&nbsp; the number of spreading sequences with&nbsp; $J = 16$,
 +
* $K_{32} = 8$&nbsp; the number of spreading sequences with&nbsp; $J = 32$.
  
'''3.''' Wenn drei Teilnehmer mit J = 4 versorgt werden, können nur mehr zwei Teilnehmer durch eine Spreizfolge mit J = 8 bedient werden (siehe beispielhafte gelbe Hinterlegung in obiger Grafik) ⇒ K = 5.
 
  
'''4.'''  Wir bezeichnen mit
+
Then the following condition must be satisfied:
:* $K_4 = 2$ die Anzahl der Spreizfolgen mit J = 4,
+
:$$K_4 \cdot \frac{32}{4} + K_8 \cdot \frac{32}{8} +K_{16} \cdot \frac{32}{16} +K_{32} \cdot \frac{32}{32} \le 32 \hspace{0.3cm}
:* $K_8 = 1$ die Anzahl der Spreizfolgen mit J = 8,
+
\Rightarrow \hspace{0.3cm} K_4 \cdot8 + K_8 \cdot 4 +K_{16} \cdot 2 +K_{32} \cdot1 \le 32 \hspace{0.05cm}.$$
:* $K_16 = 2$ die Anzahl der Spreizfolgen mit J = 16,
 
:* $K_32 = 8$ die Anzahl der Spreizfolgen mit J = 32,
 
  
Dann muss folgende Bedingung erfüllt sein:
+
*Because of &nbsp;$2 · 8 + 1 · 4 + 2 · 2 + 8 = 32$,&nbsp; the desired occupancy is just allowed &nbsp; &nbsp; <u>answer YES</u>.  
$$K_4 \cdot \frac{32}{4} + K_8 \cdot \frac{32}{8} +K_{16} \cdot \frac{32}{16} +K_{32} \cdot \frac{32}{32} \le 32$$
+
*For example,&nbsp; supplying the spreading factor &nbsp;$J = 4$&nbsp; twice blocks the upper half of the tree.
$$\Rightarrow \hspace{0.3cm} K_4 \cdot8 + K_8 \cdot 4 +K_{16} \cdot 2 +K_{32} \cdot1 \le 32 \hspace{0.05cm}.$$
+
*After providing one spreading &nbsp;$J = 8$,&nbsp; three of the eight branches remain to be occupied on the&nbsp; $J = 8$&nbsp; level, and so on.
Wegen 2 · 8 + 1 · 4 + 2 · 2 + 8 = 32 ist die gewünschte Belegung gerade noch erlaubt Antwort JA. Die zweimalige Bereitstellung des Spreizgrads J = 4 blockiert zum Beispiel die obere Hälfte des Baums, nach der Versorgung der einen Spreizung mit J = 8, bleiben auf der J = 8–Ebene noch 3 der 8 Äste zu belegen, usw. und so fort.
 
  
 
{{ML-Fuß}}
 
{{ML-Fuß}}
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[[Category:Aufgaben zu Modulationsverfahren|^5.3 Spreizfolgen für CDMA^]]
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[[Category:Modulation Methods: Exercises|^5.3 Spread Sequences for CDMA^]]

Latest revision as of 18:13, 1 November 2022

Construction of an OVSF code

The spreading codes for  UMTS  should

  • all be orthogonal to each other in order to avoid mutual interference between subscribers,
  • additionally allow a flexible realization of different spreading factors  $J$. 


One example of this is the so-called  "Orthogonal Variable Spreading Factor" code,  which provide spreading codes with lengths from  $J = 4$  to  $J = 512$. 

These can be created using a code tree,  as shown in the diagram.  In this process,  two new codes  $(+C \ +C)$  and  $(+C \ -C)$  are created from a code  $C$  at each branching.

The diagram illustrates the principle given here with the example  $J = 4$: 

  • If the spreading sequences are numbered from  $0$  to  $J -1$  the spreading sequences are as follows
$$\langle c_\nu^{(0)}\rangle = {+\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.15cm} {+\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.05cm},\hspace{0.3cm} \langle c_\nu^{(1)}\rangle = {+\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.15cm} {-\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.05cm},$$
$$\langle c_\nu^{(2)}\rangle = {+\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.15cm} {+\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.05cm},\hspace{0.3cm} \langle c_\nu^{(3)}\rangle = {+\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.15cm} {-\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.05cm}.$$
  • According to this nomenclature,  for the spreading factor  $J = 8$  there are the spreading sequences  $\langle c_\nu^{(0)}\rangle $,  ... ,  $\langle c_\nu^{(7)}\rangle $.
  • Note that no predecessor and successor of a code may be used for another participant.
  • So,  in the example,  four spreading codes with spreading factor  $J = 4$  could be used or the three codes highlighted in yellow – once with  $J = 2$  and twice with  $J = 4$.




Notes:


Questions

1

Construct the tree diagram for  $J = 8$.  What are the resulting OVSF codes?

Code word 1:   $ \langle c_\nu^{(1)}\rangle = {+\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.15cm} {+\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.15cm}{-\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.15cm}{-\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.05cm},$
Code word 3:   $ \langle c_\nu^{(3)}\rangle = {+\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.15cm} {-\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.15cm}{+\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.15cm}{-\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1}$ ,
Code word 5:   $ \langle c_\nu^{(5)}\rangle = {+\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.15cm} {+\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.15cm}{+\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.15cm}{+\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.05cm}$,
Code word 7:   $ \langle c_\nu^{(7)}\rangle = {+\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.15cm} {-\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.15cm}{-\hspace{-0.05cm}1}\hspace{0.15cm} {+\hspace{-0.05cm}1} \hspace{0.15cm}{+\hspace{-0.05cm}1}\hspace{0.15cm} {-\hspace{-0.05cm}1} \hspace{0.05cm}$.

2

What is the maximum number of UMTS subscribers  $(K_{\rm max})$  that can be served with  $J = 8$ ?

$K_{\rm max} \ = \ $

3

How many subscribers  $(K)$  can be served if three of these subscribers are to use a spreading code with  $J = 4$ ?

$K \ = \ $

4

Assume a tree structure for  $J = 32$.   Is the following assignment feasible:
Twice  $J = 4$,  once  $J = 8$,  twice  $J = 16$  and eight times  $J = 32$?

Yes.
No.


Solution

OVSF tree structure for  $J = 8$

(1)  The diagram shows the OVSF tree structure for  $J = 8$ users.  From this it can be seen that  solutions 1, 3 and 4  apply,  but not the second one.


(2)  If each user is assigned a spreading code with  $J = 8$,   $K_{\rm max}\hspace{0.15cm}\underline{ = 8}$  subscribers can be served.


(3)  When three subscribers are served by  $J = 4$
  ⇒   only two subscribers can still be served by a spreading sequence with  $J = 8$  (see exemplary yellow background in the diagram)   ⇒   $K\hspace{0.15cm}\underline{ = 5}$.


(4)  We denote by

  • $K_4 = 2$  the number of spreading sequences with  $J = 4$,
  • $K_8 = 1$  the number of spreading sequences with  $J = 8$,
  • $K_{16} = 2$  the number of spreading sequences with  $J = 16$,
  • $K_{32} = 8$  the number of spreading sequences with  $J = 32$.


Then the following condition must be satisfied:

$$K_4 \cdot \frac{32}{4} + K_8 \cdot \frac{32}{8} +K_{16} \cdot \frac{32}{16} +K_{32} \cdot \frac{32}{32} \le 32 \hspace{0.3cm} \Rightarrow \hspace{0.3cm} K_4 \cdot8 + K_8 \cdot 4 +K_{16} \cdot 2 +K_{32} \cdot1 \le 32 \hspace{0.05cm}.$$
  • Because of  $2 · 8 + 1 · 4 + 2 · 2 + 8 = 32$,  the desired occupancy is just allowed   ⇒   answer YES.
  • For example,  supplying the spreading factor  $J = 4$  twice blocks the upper half of the tree.
  • After providing one spreading  $J = 8$,  three of the eight branches remain to be occupied on the  $J = 8$  level, and so on.