# A-level Computing/AQA/Problem Solving, Programming, Data Representation and Practical Exercise/Fundamentals of Data Representation/Hamming code

Building on what you have learnt about parity bits we are now going to see a system that not only allows you to detect if the data you have been sent is incorrect, but it will allow you to correct the error. The way hamming code does this is to use multiple check digits in the same piece of sent data.

## Checking if correct

* Number the column headings
* Highlight the column headings that are powers of 2 (1,2,4,8), these are the parity bits
* Insert your data and highlight the parity bits
* Work your way through the parity bits
** 2^0 = 1 : check 1, skip 1, check 1, skip 1 ... write down whether it's odd or even parity
** 2^1 = 2 : check 2, skip 2, check 2, skip 2 ... write down whether it's odd or even parity
** 2^2 = 4 : check 4, skip 4, check 4, skip 4 ... write down whether it's odd or even parity
** etc..
Example: Odd Parity Hamming Code Check
Let's take a look a an example of data sent with odd parity
1110090807060504030201number the columns and highlight the powers of 2
10000001111insert your data
10000001111highlight the check bits
100011taking the 1st power of 2^0 (1) check 1 skip 1 = odd parity
100011taking the 2nd power of 2^1 (2) check 2 skip 2 = odd parity
0001taking the 3rd power of 2^2 (4) check 4 skip 4 = odd parity
1000taking the 4th power of 2^3 (8) check 8 skip 8 = odd parity
Note that for the check 8 skip 8 we ran out of digits, not to worry, take it as far as the bits given allow. As we can see each line is odd parity, and the sent data was supposed to be odd parity, this number is correct. :
Exercise: Even Parity Hamming Code Question
Now try this example with even parity:
10101100011
Answer:
1110090807060504030201number the columns and highlight the powers of 2
10101100011insert your data
10101100011highlight the check bits
111001taking the 1st power of 2^0 (1) check 1 skip 1 = even parity
101101taking the 2nd power of 2^1 (2) check 2 skip 2 = even parity
1100taking the 3rd power of 2^2 (4) check 4 skip 4 = even parity
1010taking the 4th power of 2^3 (8) check 8 skip 8 = even parity
All are even parity, the data should be even parity, therefore it has been sent and received correctly
11011110010 being sent with odd parity
Answer:
1110090807060504030201number the columns and highlight the powers of 2
11011110010insert your data
11011110010highlight the check bits
101100taking the 1st power of 2^0 (1) check 1 skip 1 = odd parity
111101taking the 2nd power of 2^1 (2) check 2 skip 2 = odd parity
1110taking the 3rd power of 2^2 (4) check 4 skip 4 = odd parity
1101taking the 4th power of 2^3 (8) check 8 skip 8 = odd parity
All are odd parity, the data should be odd parity, therefore it has been sent and received correctly
00100011110 being sent with even parity
Answer:
1110090807060504030201number the columns and highlight the powers of 2
00100011110insert your data
00100011110highlight the check bits
010110taking the 1st power of 2^0 (1) check 1 skip 1 = odd parity! Dodgy!
000011taking the 2nd power of 2^1 (2) check 2 skip 2 = even parity. OK
0011taking the 3rd power of 2^2 (4) check 4 skip 4 = even parity! OK
0010taking the 4th power of 2^3 (8) check 8 skip 8 = odd parity. Dodgy!
We have a mixture of odd and even parity, this means that there has been a mistake in sending this data. But where is the error? It has something to do with the lines that have odd parity! :

### Detecting and correcting errors

* Number the column headings
* Highlight the column headings that are powers of 2 (1,2,4,8), these are the parity bits
* Insert your data and highlight the parity bits
* Work your way through the parity bits
** 2^0 = 1 : check 1, skip 1, check 1, skip 1 ... write down whether it's odd or even parity
** 2^1 = 2 : check 2, skip 2, check 2, skip 2 ... write down whether it's odd or even parity
** 2^2 = 4 : check 4, skip 4, check 4, skip 4 ... write down whether it's odd or even parity
** etc..
* If there is a disparity between rows, highlight all the error data and find where it overlaps
Example: Even Parity Hamming Code Check
Let's take a look a an example of data sent with even parity
1110090807060504030201number the columns and highlight the powers of 2
10010010111insert your data
10010010111highlight the check bits
100111taking the 1st power of 2^0 (1) check 1 skip 1 = even parity
100011taking the 2nd power of 2^1 (2) check 2 skip 2 = odd parity PROBLEM!
0010taking the 3rd power of 2^2 (4) check 4 skip 4 = odd parity PROBLEM!
1001taking the 4th power of 2^3 (8) check 8 skip 8 = even parity
Note that two of the lines, 2^1 and 2^2, show that an error has been detected. This means that somewhere that these lines cross over a bit has been corrupted, namely bit 6 or bit 7. If we know which one it is we can then switch it and correct the error.
Look at the other checks that are in play, do any of them take part in this crossover? Looking at it, the 2^0 line also checks column 7 and it found it fine. So we are left with column 6 being the problematic one. As Hamming code is corrective, let's flip that column and we should have a correct piece of data.
Another way of finding errors is to add the check digit values together, the error occurs where the check digit equals 4 and 2. Add 4 +2 = 6, the error is with the 6th digit!
1110090807060504030201number the columns and highlight the powers of 2
10010110111insert your data
10010110111highlight the check bits
100111taking the 1st power of 2^0 (1) check 1 skip 1 = even parity
100111taking the 2nd power of 2^1 (2) check 2 skip 2 = even parity
0110taking the 3rd power of 2^2 (4) check 4 skip 4 = even parity
1001taking the 4th power of 2^3 (8) check 8 skip 8 = even parity
The number is now even parity and correct: 10010110111 :
Exercise: Detect and Correct the error in the following Hammed Code
Now try this example with even parity:
01101001011
Answer:
1110090807060504030201number the columns and highlight the powers of 2
01101001011insert your data
01101001011highlight the check bits
011001taking the 1st power of 2^0 (1) check 1 skip 1 = odd parity PROBLEM!
011001taking the 2nd power of 2^1 (2) check 2 skip 2 = odd parity PROBLEM!
1001taking the 3rd power of 2^2 (4) check 4 skip 4 = even parity
0110taking the 4th power of 2^3 (8) check 8 skip 8 = even parity
The error is in the lines crossing over, that is on lines 2^0 and 2^1, but which bit is it?
You'll notice that the 2^2 and 2^3 lines are correct so we can discount any bits that are covered in those lines. This leaves us with the third column. Flipping this value gives us the corrected value of: 01101001111
11111101000 sent with odd parity
Answer:
1110090807060504030201number the columns and highlight the powers of 2
11111101000insert your data
11111101000highlight the check bits
111000taking the 1st power of 2^0 (1) check 1 skip 1 = odd parity
111100taking the 2nd power of 2^1 (2) check 2 skip 2 = even parity PROBLEM!
1101taking the 3rd power of 2^2 (4) check 4 skip 4 = odd parity
1111taking the 4th power of 2^3 (8) check 8 skip 8 = even parity PROBLEM!
The error is in the lines crossing over, that is on lines 2^1 and 2^3, but which bit is it? We can look at the place they cross over, bit ten, alternatively we can add the parity bit numbers together the row of parity bit 2 plus the row of parity bit: 2 + 8 = bit 10.
Flipping this value gives us the corrected value of: 10111101000
00111000101 sent with even parity
Answer:
1110090807060504030201number the columns and highlight the powers of 2
00111000101insert your data
00111000101highlight the check bits
011011taking the 1st power of 2^0 (1) check 1 skip 1 = even parity
001010taking the 2nd power of 2^1 (2) check 2 skip 2 = even parity
1000taking the 3rd power of 2^2 (4) check 4 skip 4 = odd parity. PROBLEM!
0011taking the 4th power of 2^3 (8) check 8 skip 8 = even parity
There is only one line with an error, the line of parity bit 4. This means that the error is in bit 4,5,6 or 7. Parity bit lines 1 and 2 imply that bits 5,6,7 are all fine, leaving us with the error in bit 4. Alternatively, as the error only occurs on parity bit line 4, then we know the error is with bit 4!
Flipping this value gives us the corrected value of: 00111001101 :

## Applying hamming code

* Number the column headings
* Highlight the column headings that are powers of 2 (1,2,4,8), these are the parity bits
* Insert your data into the bits that aren't parity bits
* Work your way through the parity bits
** looking at 2^0 : check 1, skip 1, check 1, skip 1 ... write the parity bit in column 1 to make the bits the desired parity
** looking at 2^1 : check 2, skip 2, check 2, skip 2 ... write the parity bit in column 2 to make the bits the desired parity
** looking at 2^2 : check 4, skip 4, check 4, skip 4 ... write the parity bit in column 4 to make the bits the desired parity
Example: Applying Hamming code to an ASCII character
We are going to take a look at sending the ASCII letter e: 1100101 with odd parity. This data would then be ready to send
1110090807060504030201number the columns and highlight the powers of 2
110?010?1??insert your data in columns that aren't parity bits
10001?taking the 1st power of 2^0 (1) check 1 skip 1 then work out the digit that is needed to go into the parity bit to apply odd parity ? = 1
11011?taking the 2nd power of 2^1 (2) check 2 skip 2 then work out the digit that is needed to go into the parity bit to apply odd parity ? = 1
010?taking the 3rd power of 2^2 (4) check 4 skip 4, then work out the digit that is needed to go into the parity bit to apply odd parity ? = 0
110?taking the 4th power of 2^3 (8) check 8 skip 8, then work out the digit that is needed to go into the parity bit to apply odd parity ? = 1
We have now worked out the odd parity Hammed number ready for sending: 11010100111 :
Exercise: Applying Hamming code to an ASCII character
Apply even parity hamming code so we can transmit the ASCII character 'D' (1000100):
Answer:
1110090807060504030201number the columns and highlight the powers of 2
100?010?0??insert your data in columns that aren't parity bits
10000?taking the 1st power of 2^0 (1) check 1 skip 1 then work out the digit that is needed to go into column one to apply even parity ? = 1
10010?taking the 2nd power of 2^1 (2) check 2 skip 2 then work out the digit that is needed to go into column one to apply even parity ? = 0
010?taking the 3rd power of 2^2 (4) check 4 skip 4, then work out the digit that is needed to go into column one to apply even parity ? = 1
100?taking the 4th power of 2^3 (8) check 8 skip 8, then work out the digit that is needed to go into column one to apply even parity ? = 1
We have now worked out the even parity Hammed number ready for sending:
10010101001
Apply even parity hamming code so we can transmit the ASCII character 'G':
Answer:
ASCII 'G' = 1000111
1110090807060504030201number the columns and highlight the powers of 2
100?011?1??insert your data in columns that aren't parity bits
10011?taking the 1st power of 2^0 (1) check 1 skip 1 then work out the digit that is needed to go into column one to apply even parity ? = 1
10011?taking the 2nd power of 2^1 (2) check 2 skip 2 then work out the digit that is needed to go into column one to apply even parity ? = 1
011?taking the 3rd power of 2^2 (4) check 4 skip 4, then work out the digit that is needed to go into column one to apply even parity ? = 0
100?taking the 4th power of 2^3 (8) check 8 skip 8, then work out the digit that is needed to go into column one to apply even parity ? = 1
We have now worked out the even parity Hammed number ready for sending:
10010110111
Apply odd parity hamming code so we can transmit the denary value 9:
Answer:
9 = 0001001
1110090807060504030201number the columns and highlight the powers of 2
000?100?1??insert your data in columns that aren't parity bits
00101?taking the 1st power of 2^0 (1) check 1 skip 1 then work out the digit that is needed to go into column one to apply odd parity ? = 1
00101?taking the 2nd power of 2^1 (2) check 2 skip 2 then work out the digit that is needed to go into column one to apply odd parity ? = 1
100?taking the 3rd power of 2^2 (4) check 4 skip 4, then work out the digit that is needed to go into column one to apply odd parity ? = 0
000?taking the 4th power of 2^3 (8) check 8 skip 8, then work out the digit that is needed to go into column one to apply odd parity ? = 1
We have now worked out the even parity Hammed number ready for sending:
00011000111 :