Difference between revisions of "Aufgaben:Exercise 2.4: GF(2 to the Power of 2) Representation Forms"

From LNTwww
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{{quiz-Header|Buchseite=Channel_Coding/Extension_Field}}
 
{{quiz-Header|Buchseite=Channel_Coding/Extension_Field}}
  
[[File:EN_KC_A_2_4.png|right|frame|Three representations for  ${\rm GF}(2^2)$]]
+
[[File:EN_KC_A_2_4.png|right|frame|Three representation forms for  ${\rm GF}(2^2)$]]
Opposite you can see for the extension field  $\rm GF(2^2)$  the addition– as well as the multiplication table in three different variants:
+
Opposite you can see the addition table as well as the multiplication table for the extension field  $\rm GF(2^2)$  in three different variants:
* the polynomial representation,
+
* the   '''polynomial representation''',
* the coefficient vector representation,
+
 
* the exponent representation.
+
* the   '''coefficient vector representation''',
 +
 
 +
* the   '''exponent representation'''.
  
  
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Hints:
 
Hints:
* The exercise refers to the chapter  [[Channel_Coding/Extension_Field|extension fields]].
+
* The exercise refers to the chapter  [[Channel_Coding/Extension_Field|"Extension fields"]].
* All necessary information about  ${\rm GF}(2^2)$  can be found on the  [[Channel_Coding/Extension_Field#GF.2822.29_.E2.80.93_Example_of_an_extension_field|first page]]  of this chapter.
+
 
* In the subtask '''(4)''' the following expressions are considered:
+
* All necessary information about  ${\rm GF}(2^2)$  can be found on the  [[Channel_Coding/Extension_Field#GF.2822.29_.E2.80.93_Example_of_an_extension_field|"first page"]]  of this chapter.
 +
 
 +
* In subtask  '''(4)'''  the following expressions are considered:
 
:$$A = z_2 \cdot z_2 + z_2 \cdot z_3 + z_3 \cdot z_3,$$
 
:$$A = z_2 \cdot z_2 + z_2 \cdot z_3 + z_3 \cdot z_3,$$
 
:$$B = (z_0 + z_1 + z_2) \cdot (z_0 + z_1 + z_3).$$
 
:$$B = (z_0 + z_1 + z_2) \cdot (z_0 + z_1 + z_3).$$
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{What characteristics can be recognized from the polynomial representation?
 
{What characteristics can be recognized from the polynomial representation?
 
|type="[]"}
 
|type="[]"}
+ The elements  $\alpha$  and  $1 + \alpha$  are neither  $0$  nor  $1$.
+
+ The elements  "$\alpha$"  and  "$1 + \alpha$"  are neither  $0$  nor  $1$.
+ The arithmetic operations are modulo  $2$.
+
+ The arithmetic operations are performed modulo  $2$.
 
- The arithmetic operations are performed modulo  $4$.
 
- The arithmetic operations are performed modulo  $4$.
- One recognizes the result  $\alpha^2 + \alpha + 1 = 0$  from the addition table.
+
- One recognizes the result   $\alpha^2 + \alpha + 1 = 0$   from the addition table.
+ One recognizes the result  $\alpha^2 + \alpha + 1 = 0$  from the multiplication table.
+
+ One recognizes the result   $\alpha^2 + \alpha + 1 = 0$   from the multiplication table.
  
{What is the relationship between the coefficient vector and the polynomial representation? Let  $k_0 ∈ \{0, \, 1\}$  and  $k_1 ∈ \{0, \, 1\}$ hold.
+
{What is the relationship between the coefficient vector and the polynomial representation? <br>Let&nbsp; $k_0 &#8712; \{0, \, 1\}$&nbsp; and&nbsp; $k_1 &#8712; \{0, \, 1\}$ hold.
 
|type="()"}
 
|type="()"}
- $(k_0 \ k_1)$&nbsp; refers to the element&nbsp; $k_1 \cdot \alpha + k_0$.
+
- "$(k_0 \ k_1)"$&nbsp; refers to the element&nbsp; "$k_1 \cdot \alpha + k_0$".
+ $(k_1 \ k_0)$&nbsp; refers to the element&nbsp; $k_1 \cdot \alpha + k_0$.
+
+ "$(k_1 \ k_0)$"&nbsp; refers to the element&nbsp; "$k_1 \cdot \alpha + k_0$".
 
- There is no relationship between the two representations.
 
- There is no relationship between the two representations.
  
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|type="[]"}
 
|type="[]"}
 
- No connections can be seen.
 
- No connections can be seen.
+ The elements&nbsp; $0, \ 1$&nbsp; and&nbsp; $\alpha$&nbsp; are the same in both representations.
+
+ The elements&nbsp; "$0, \ 1$"&nbsp; and&nbsp; "$\alpha$"&nbsp; are the same in both representations.
+ The element&nbsp; $1 + \alpha$&nbsp; is $\alpha^2$ in the exponent representation&nbsp;.
+
+ The element&nbsp; "$1 + \alpha$"&nbsp; is&nbsp; "$\alpha^2$"&nbsp; in the exponent representation.
- The element&nbsp; $\alpha^2$&nbsp; of the exponent representation stands for&nbsp; $\alpha \cdot (1 + \alpha)$.
+
- The element&nbsp; "$\alpha^2$"&nbsp; of the exponent representation stands for&nbsp; "$\alpha \cdot (1 + \alpha)$".
  
{Calculate the expressions&nbsp; $A$&nbsp; and&nbsp; $B$&nbsp; according to these three forms of representation. Which statements are true?
+
{Calculate the expressions&nbsp; $A$&nbsp; and&nbsp; $B$&nbsp; according to these three forms of representation.&nbsp; Which statements are true?
 
|type="[]"}
 
|type="[]"}
+ It is true&nbsp; $A = z_0$,
+
+ It holds&nbsp; $A = z_0$,
 
- It holds&nbsp; $A = z_2$,
 
- It holds&nbsp; $A = z_2$,
 
+ It holds&nbsp; $B = z_1$,
 
+ It holds&nbsp; $B = z_1$,

Revision as of 15:12, 2 October 2022

Three representation forms for  ${\rm GF}(2^2)$

Opposite you can see the addition table as well as the multiplication table for the extension field  $\rm GF(2^2)$  in three different variants:

  • the  polynomial representation,
  • the  coefficient vector representation,
  • the  exponent representation.



Hints:

  • All necessary information about  ${\rm GF}(2^2)$  can be found on the  "first page"  of this chapter.
  • In subtask  (4)  the following expressions are considered:
$$A = z_2 \cdot z_2 + z_2 \cdot z_3 + z_3 \cdot z_3,$$
$$B = (z_0 + z_1 + z_2) \cdot (z_0 + z_1 + z_3).$$



Questions

1

What characteristics can be recognized from the polynomial representation?

The elements  "$\alpha$"  and  "$1 + \alpha$"  are neither  $0$  nor  $1$.
The arithmetic operations are performed modulo  $2$.
The arithmetic operations are performed modulo  $4$.
One recognizes the result   $\alpha^2 + \alpha + 1 = 0$   from the addition table.
One recognizes the result   $\alpha^2 + \alpha + 1 = 0$   from the multiplication table.

2

What is the relationship between the coefficient vector and the polynomial representation?
Let  $k_0 ∈ \{0, \, 1\}$  and  $k_1 ∈ \{0, \, 1\}$ hold.

"$(k_0 \ k_1)"$  refers to the element  "$k_1 \cdot \alpha + k_0$".
"$(k_1 \ k_0)$"  refers to the element  "$k_1 \cdot \alpha + k_0$".
There is no relationship between the two representations.

3

How are polynomial and exponent representation related?

No connections can be seen.
The elements  "$0, \ 1$"  and  "$\alpha$"  are the same in both representations.
The element  "$1 + \alpha$"  is  "$\alpha^2$"  in the exponent representation.
The element  "$\alpha^2$"  of the exponent representation stands for  "$\alpha \cdot (1 + \alpha)$".

4

Calculate the expressions  $A$  and  $B$  according to these three forms of representation.  Which statements are true?

It holds  $A = z_0$,
It holds  $A = z_2$,
It holds  $B = z_1$,
It holds  $B = z_3$.


Solution

(1)  The proposed solutions 1, 2 and 5 are applicable.

Justification:

  • If $\alpha = 0$ or $\alpha = 1$, the pseudo element $\alpha$ would be indistinguishable from the other two ${\rm GF}(2)$–elements $0$ and $1$.
  • The modulo $2$ calculation can be recognized from the addition table. For example, $1 + 1 = 0, \ \alpha + \alpha = 0, \ (1 + \alpha) + (1 + \alpha) = 0$, etc.
  • From the multiplication table we see that $\alpha^2 = \alpha \cdot \alpha = 1 + \alpha$ holds (3rd row, 3rd column). Thus also
$$\alpha^2 + \alpha + 1 = 0.$$


(2)  Correct is solution suggestion 2. Thus

  • "$01$" for the element "$1$" and
  • "$10$" for the element "$\alpha$".



(3)  Correct are the solutions 2 and 3:

  • It is true that $\alpha^0 = 1$ and $\alpha^1 = \alpha$.
  • For the underlying polynomial $p(x) = x^2 + x + 1$, it further follows from $p(\alpha) = 0$:
$$\alpha^2 +\alpha + 1 = 0 \hspace{0.3cm} \Rightarrow\hspace{0.3cm} \alpha^2 =\alpha + 1 \hspace{0.05cm}.$$


(4)  According to the tables of polynomial representation holds:

$$A \hspace{-0.15cm} \ = \ \hspace{-0.15cm} z_2 \cdot z_2 + z_2 \cdot z_3 + z_3 \cdot z_3 = \alpha \cdot \alpha + \alpha \cdot (1+\alpha) + (1+\alpha) \cdot (1+\alpha) = (1+\alpha) + (1) + (\alpha) = 0 = z_0 \hspace{0.05cm},$$
$$ B \hspace{-0.15cm} \ = \ \hspace{-0.15cm} (z_0 + z_1 + z_2) \cdot (z_0 + z_1 + z_3) = (0 + 1 + \alpha) \cdot (0 + 1 + 1+ \alpha) = (1+\alpha) \cdot \alpha = 1 = z_1 \hspace{0.05cm}.$$

Therefore, the proposed solutions 1 and 2 are correct.

The same results are obtained with the coefficient vector representation:

$$A \hspace{-0.15cm} \ = \ \hspace{-0.15cm} z_2 \cdot z_2 + z_2 \cdot z_3 + z_3 \cdot z_3 = (10) \cdot (10) + (10) \cdot (11) + (11) \cdot (11) = (11) + (01) + (10) = (00) = 0 = z_0 \hspace{0.05cm},$$
$$B \hspace{-0.15cm} \ = \ \hspace{-0.15cm} (z_0 + z_1 + z_2) \cdot (z_0 + z_1 + z_3) = [(00) + (01) + (10)] \cdot [(00) + (01) + (11)] =(11) \cdot (10) = (01) = z_1 \hspace{0.05cm}.$$

And finally with the exponent representation:

$$A \hspace{-0.15cm} \ = \ \hspace{-0.15cm} z_2 \cdot z_2 + z_2 \cdot z_3 + z_3 \cdot z_3 = \alpha^1 \cdot \alpha^1 + \alpha^1 \cdot \alpha^2 + \alpha^2 \cdot \alpha^2 = \alpha^2 + \alpha^3 + \alpha^4 = \alpha^2 + \alpha^0 + \alpha^1 = 0 = z_0 \hspace{0.05cm},$$
$$B \hspace{-0.15cm} \ = \ \hspace{-0.15cm}(z_0 + z_1 + z_2) \cdot (z_0 + z_1 + z_3) = [0 + \alpha^0 + \alpha^1] \cdot [0 + \alpha^0 + \alpha^2] = \alpha^2 \cdot \alpha^1 = \alpha^3 = \alpha^0 = z_1 \hspace{0.05cm}.$$