Aufgaben:Exercise 2.3Z: Polynomial Division: Difference between revisions

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{{quiz-Header|Buchseite=Channel_Coding/Extension_Field}}
{{quiz-Header|Buchseite=Channel_Coding/Extension_Field}}


[[File:P_ID2504__KC_Z_2_3.png|right|frame|Multiplication and division of polynomials in  $\rm GF(2)$]]
[[File:P_ID2504__KC_Z_2_3.png|right|frame|Multiplication and division of polynomials in&nbsp; $\rm GF(2)$ <br><u>Note.</u> &nbsp; remainder&nbsp; $r(x)$]]
In this exercise we deal with the multiplication and especially the division of polynomials in the Galois field&nbsp; $\rm GF(2)$. In the figure the procedure is indicated by a simple and (hopefully) self-explanatory example:
In this exercise we deal with the multiplication and especially the division of polynomials in the Galois field&nbsp; $\rm GF(2)$.&nbsp; In the graph the procedure is indicated by a simple and&nbsp; (hopefully)&nbsp; self-explanatory example:
* Multiplying the two polynomials&nbsp; $x^2 + 1$&nbsp; and&nbsp; $x +1$&nbsp; yields the result&nbsp; $a(x) = x^3 + x^2 + x + 1$.
* Multiplying the two polynomials &nbsp; $x^2 + 1$ &nbsp; and &nbsp; $x +1$ &nbsp; yields the result &nbsp; $a(x) = x^3 + x^2 + x + 1$.
* Dividing the polynomial&nbsp; $b(x) = x^3$&nbsp; by&nbsp; $p(x) = x + 1$&nbsp; gives the quotient&nbsp; $q(x) = x^2 + x$&nbsp; and the remainder&nbsp; $r(x) = x$.
 
* Dividing the polynomial &nbsp; $b(x) = x^3$ &nbsp; by &nbsp; $p(x) = x + 1$ &nbsp; gives the quotient &nbsp; $q(x) = x^2 + x$ &nbsp; and the remainder &nbsp; $r(x) = x$.
 
* One can check the latter result as follows:
* One can check the latter result as follows:
:$$b(x) \hspace{-0.15cm} \ = \ \hspace{-0.15cm} p(x) \cdot q(x) + r(x)\hspace{0.05cm}= \big[(x+1) \cdot (x^2+x)\big] +x =\big[x^3+ x^2+x^2+ x\big] +x = x^3\hspace{0.05cm}.$$
:$$b(x) \hspace{-0.15cm} \ = \ \hspace{-0.15cm} p(x) \cdot q(x) + r(x)\hspace{0.05cm}= \big[(x+1) \cdot (x^2+x)\big] +x =\big[x^3+ x^2+x^2+ x\big] +x = x^3\hspace{0.05cm}.$$




Hint:
Hint:&nbsp; This exercise belongs to the chapter&nbsp; [[Channel_Coding/Extension_Field| "Extension field"]].
* This exercise belongs to the chapter&nbsp; [[Channel_Coding/Extension_Field| "Extension field"]].




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- $a(x) = x^6 + x^3 + x^2 + 1$-
- $a(x) = x^6 + x^3 + x^2 + 1$-


{Which of the polynomial divisions do not yield a remainder&nbsp; $r(x)$?
{Which of the polynomial divisions do not yield a remainder&nbsp; $r(x) \ne 0$?
|type="[]"}
|type="[]"}
+ $(x^5 + x^2 + x + 1)/(x^3 + x + 1)$.
+ $(x^5 + x^2 + x + 1)/(x^3 + x + 1)$.
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- $(x^5 + x^2 + x)/(x^2 + 1)$.
- $(x^5 + x^2 + x)/(x^2 + 1)$.


{It is&nbsp;  $a(x) = x^6 + x^5 + 1$&nbsp;  and&nbsp;  $p(x) = x^3 + x^2 + 1$. <br>Determine&nbsp; $q(x)$&nbsp; and&nbsp; $r(x)$&nbsp; according to the description equation&nbsp; $a(x) = p(x) \cdot q(x) + r(x)$.
{It is &nbsp;  $a(x) = x^6 + x^5 + 1$ &nbsp;  and &nbsp;  $p(x) = x^3 + x^2 + 1$. <br>Determine&nbsp; $q(x)$&nbsp; and&nbsp; $r(x)$&nbsp; according to the description equation &nbsp; $a(x) = p(x) \cdot q(x) + r(x)$.
|type="()"}
|type="()"}
- $q(x) = x^3 + x^2 + 1, \hspace{0.2cm} r(x) = 0$,
- $q(x) = x^3 + x^2 + 1, \hspace{0.2cm} r(x) = 0$,
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===Solution===
===Solution===
{{ML-Kopf}}
{{ML-Kopf}}
'''(1)'''&nbsp; The modulo 2 multiplication of the two polynomials leads to the result
'''(1)'''&nbsp; The modulo-2 multiplication of the two polynomials leads to the result
:$$a(x) \hspace{-0.15cm} \ = \ \hspace{-0.15cm} (x^3+  x+1) \cdot (x^2+1)= x^5+x^3+ x^2+ x^3+x+1 = x^5+ x^2+x+1\hspace{0.05cm}.$$
:$$a(x) \hspace{-0.15cm} \ = \ \hspace{-0.15cm} (x^3+  x+1) \cdot (x^2+1)= x^5+x^3+ x^2+ x^3+x+1 = x^5+ x^2+x+1\hspace{0.05cm}.$$


*Thus the <u>proposed solution 2</u> is correct.  
*Thus the&nbsp; <u>proposed solution 2</u>&nbsp; is correct.  
*The last solution suggestion cannot simmen already alone, since the degree of the product polynomial would be unequal $5$.
 
*The last solution suggestion cannot be valid already alone,&nbsp; since the degree of the product polynomial would be unequal&nbsp; $5$.




[[File:P_ID2506__KC_Z_2_3b_neu.png|right|frame|Example 1 for polynomial division]]
[[File:P_ID2506__KC_Z_2_3b_neu.png|right|frame|'''Example 1'''&nbsp; for polynomial division]]
'''(2)'''&nbsp; With the abbreviations
'''(2)'''&nbsp; With the abbreviations
:$$a(x) = x^5+ x^2+x+1\hspace{0.05cm},\hspace{0.4cm}p(x) = x^3+ x+1\hspace{0.05cm},\hspace{0.4cm}q(x) = x^2+ 1$$
:$$a(x) = x^5+ x^2+x+1\hspace{0.05cm},\hspace{0.4cm}p(x) = x^3+ x+1\hspace{0.05cm},\hspace{0.4cm}q(x) = x^2+ 1$$


and the result from subtask (1) we get $a(x) = p(x) \cdot q(x)$.  
and the result from subtask&nbsp; '''(1)'''&nbsp; we get&nbsp; $a(x) = p(x) \cdot q(x)$.  


That is: &nbsp; The divisions $a(x)/p(x)$ and $a(x)/q(x)$ are free of remainders &nbsp;  
That is: &nbsp; The divisions&nbsp; $a(x)/p(x)$&nbsp; and&nbsp; $a(x)/q(x)$&nbsp; are free of remainders &nbsp;  
&#8658; &nbsp; Correct are the <u>solutions 1 and 2</u>.  
&#8658; &nbsp; Correct are the&nbsp; <u>solutions 1 and 2</u>.  


Even without calculation one recognizes that $a(x)/x^2$ must result in a remainder. After calculation it results explicitly:
Even without calculation one recognizes that&nbsp; $a(x)/x^2$&nbsp; must result in a remainder.&nbsp; After calculation it results explicitly:
:$$(x^5 + x^2+x+1)/(x^2) = x^3 + 1 \hspace{0.05cm},\hspace{0.4cm}{\rm Rest}\hspace{0.15cm} r(x) = x+1\hspace{0.05cm}.$$
:$$(x^5 + x^2+x+1)/(x^2) = x^3 + 1 \hspace{0.05cm},\hspace{0.4cm}{\rm remainder}\hspace{0.15cm} r(x) = x+1\hspace{0.05cm}.$$


To the last proposed solution. We use for shortcut $b(x) = x^5 + x^2 + x = a(x) + 1$. This is the given quotient:
To the last proposed solution:&nbsp; We use for shortcut&nbsp; $b(x) = x^5 + x^2 + x = a(x) + 1$.&nbsp; This is the given quotient:
:$$b(x)/q(x) = a(x)/q(x) + 1/q(x) \hspace{0.05cm}.$$
:$$b(x)/q(x) = a(x)/q(x) + 1/q(x) \hspace{0.05cm}.$$


[[File:P_ID2505__KC_Z_2_3c.png|Right|frame|Example 2 for polynomial division]]
[[File:P_ID2505__KC_Z_2_3c.png|Right|frame|'''Example 2'''&nbsp; for polynomial division]]
*The first quotient $a(x)/q(x)$ gives exactly $p(x)$ without remainder, the second quotient $0$ with remainder $1$.  
*The first quotient&nbsp; $a(x)/q(x)$&nbsp; gives exactly&nbsp; $p(x)$&nbsp; without remainder,&nbsp; the second quotient&nbsp; $0$,&nbsp;  remainder&nbsp; $1$.
*Thus the remainder of the quotient $b(x)/q(x)$ is equal to $r(x) = 1$, as the calculation in example 1 shows.
*Thus the remainder of the quotient&nbsp; $b(x)/q(x)$&nbsp; is equal to $r(x) = 1$,&nbsp; as the calculation in Example 1 shows.


   
   
'''(3)'''&nbsp; The polynomial division is explained in detail in example 2. Correct is the <u>proposed solution 3</u>.
'''(3)'''&nbsp; The polynomial division is explained in detail in Example 2.&nbsp; Correct is the&nbsp; <u>proposed solution 3</u>.




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[[Category:Channel Coding: Exercises|^2.2 Extension Field^]]
[[Category:Channel Coding: Exercises|^2.2 Extension Field^]]
[[de:Aufgaben:Aufgabe 2.3Z: Polynomdivision]]

Latest revision as of 17:53, 16 March 2026

Multiplication and division of polynomials in  $\rm GF(2)$
Note.   remainder  $r(x)$

In this exercise we deal with the multiplication and especially the division of polynomials in the Galois field  $\rm GF(2)$.  In the graph the procedure is indicated by a simple and  (hopefully)  self-explanatory example:

  • Multiplying the two polynomials   $x^2 + 1$   and   $x +1$   yields the result   $a(x) = x^3 + x^2 + x + 1$.
  • Dividing the polynomial   $b(x) = x^3$   by   $p(x) = x + 1$   gives the quotient   $q(x) = x^2 + x$   and the remainder   $r(x) = x$.
  • One can check the latter result as follows:
$$b(x) \hspace{-0.15cm} \ = \ \hspace{-0.15cm} p(x) \cdot q(x) + r(x)\hspace{0.05cm}= \big[(x+1) \cdot (x^2+x)\big] +x =\big[x^3+ x^2+x^2+ x\big] +x = x^3\hspace{0.05cm}.$$


Hint:  This exercise belongs to the chapter  "Extension field".




Questions

1 What is the result  $a(x) = (x^3 + x + 1) \cdot (x^2 + 1)$?

$a(x) = x^5 + x^3 + x^2 + 1$,
$a(x) = x^5 + x^2 + x + 1$.
$a(x) = x^6 + x^3 + x^2 + 1$-

2 Which of the polynomial divisions do not yield a remainder  $r(x) \ne 0$?

$(x^5 + x^2 + x + 1)/(x^3 + x + 1)$.
$(x^5 + x^2 + x + 1)/(x^2 + 1)$,
$(x^5 + x^2 + x + 1)/(x^2)$,
$(x^5 + x^2 + x)/(x^2 + 1)$.

3 It is   $a(x) = x^6 + x^5 + 1$   and   $p(x) = x^3 + x^2 + 1$.
Determine  $q(x)$  and  $r(x)$  according to the description equation   $a(x) = p(x) \cdot q(x) + r(x)$.

$q(x) = x^3 + x^2 + 1, \hspace{0.2cm} r(x) = 0$,
$q(x) = x^3 + 1, \hspace{0.2cm} r(x) = 0$,
$q(x) = x^3 + 1, \hspace{0.2cm} r(x) = x^2$.


Solution

(1)  The modulo-2 multiplication of the two polynomials leads to the result

$$a(x) \hspace{-0.15cm} \ = \ \hspace{-0.15cm} (x^3+ x+1) \cdot (x^2+1)= x^5+x^3+ x^2+ x^3+x+1 = x^5+ x^2+x+1\hspace{0.05cm}.$$
  • Thus the  proposed solution 2  is correct.
  • The last solution suggestion cannot be valid already alone,  since the degree of the product polynomial would be unequal  $5$.


Example 1  for polynomial division

(2)  With the abbreviations

$$a(x) = x^5+ x^2+x+1\hspace{0.05cm},\hspace{0.4cm}p(x) = x^3+ x+1\hspace{0.05cm},\hspace{0.4cm}q(x) = x^2+ 1$$

and the result from subtask  (1)  we get  $a(x) = p(x) \cdot q(x)$.

That is:   The divisions  $a(x)/p(x)$  and  $a(x)/q(x)$  are free of remainders   ⇒   Correct are the  solutions 1 and 2.

Even without calculation one recognizes that  $a(x)/x^2$  must result in a remainder.  After calculation it results explicitly:

$$(x^5 + x^2+x+1)/(x^2) = x^3 + 1 \hspace{0.05cm},\hspace{0.4cm}{\rm remainder}\hspace{0.15cm} r(x) = x+1\hspace{0.05cm}.$$

To the last proposed solution:  We use for shortcut  $b(x) = x^5 + x^2 + x = a(x) + 1$.  This is the given quotient:

$$b(x)/q(x) = a(x)/q(x) + 1/q(x) \hspace{0.05cm}.$$
Example 2  for polynomial division
  • The first quotient  $a(x)/q(x)$  gives exactly  $p(x)$  without remainder,  the second quotient  $0$,  remainder  $1$.
  • Thus the remainder of the quotient  $b(x)/q(x)$  is equal to $r(x) = 1$,  as the calculation in Example 1 shows.


(3)  The polynomial division is explained in detail in Example 2.  Correct is the  proposed solution 3.