Presentation is loading. Please wait.

Presentation is loading. Please wait.

Error Correction Codes

Similar presentations


Presentation on theme: "Error Correction Codes"— Presentation transcript:

1 Error Correction Codes
Can we fix what is broken? Copyright © by Curt Hill

2 The Story Starts with Parity
In the olden days, well before computers, the teletype existed to transmit telegrams In transmitted characters over telegraph lines It replaced to older Morse code keys This communication form had many options and was error prone Parity was the first solution Copyright © by Curt Hill

3 Copyright © 2003-2017 by Curt Hill
Parity Simple error detection system Add one parity bit to the data bits, usually at the end Two forms: even and odd Even parity Set the parity bit so that the number of 1 bits is even Odd parity is similar Copyright © by Curt Hill

4 Copyright © 2003-2017 by Curt Hill
Example Consider the following data: Even parity: Odd parity: Even parity: Odd parity: Copyright © by Curt Hill

5 Copyright © 2003-2017 by Curt Hill
Options How many bits were being transmitted in a character? How fast were they being transmitted? What parity was being used? How many start and stop bits? The answers to all these questions constitute a transmission protocol The choice of protocol did not matter as both the sender and receiver agreed on the same one Copyright © by Curt Hill

6 Copyright © 2003-2017 by Curt Hill
Teletype and Parity Parity will detect a one bit error Even if it is the parity bit that has the error Errors then triggered a retransmit It cannot detect a two bit error Usually before the two bit errors set in there are several one bit errors This was satisfactory for applications in the early to middle twentieth century Copyright © by Curt Hill

7 Is this the best we can do?
If we employ multiple error detection bits we can detect multiple bit errors and correct single bit errors How do we correct an error? Since each bit may only have two states 0 or 1 all we have to know is which bit is bad Correct it by reversing it How do find location of the error? Copyright © by Curt Hill

8 Copyright © 2003-2017 by Curt Hill
Basic Scheme Four data bits (0-3) Three syndrome bits (a-c) Each parity bit protects just three of the four A protects 0-2 with parity B protects 1-3 with parity C protects 0,1,3 with parity Each bit is protected by two or three of the parity bits The number of parity bits indicate which bit was in error Copyright © by Curt Hill

9 Copyright © 2003-2017 by Curt Hill
Consider four bits with three error detection bits What happens when any bit is wrong? 2 b a 1 3 c Copyright © by Curt Hill

10 Copyright © 2003-2017 by Curt Hill
So? If the parity bit is in error, then only one parity bit is flagged Can be ignored, well maybe If a data bit is in error, two or three parity bits will detect it Error in 0 – a, c Error in 1 – a, b, c Error in 2 – a, b Error in 3 – b, c Copyright © by Curt Hill

11 Copyright © 2003-2017 by Curt Hill
Multi-bit Errors? 1 b a 2 3 c If we have a double bit error we can detect but not correct. Adding more parity bits could correct even this. Copyright © by Curt Hill

12 Copyright © 2003-2017 by Curt Hill
Is this too expensive? This almost doubles the number of bits 4 data and 3 check (42%) Doubling the data bits only adds one more to the syndrome Thus: 8 data and 4 syndrome bits (33%) 16 data and 5 syndrome bits (23%) 32 data and 6 syndrome bits (15%) 64 data and 7 syndrome bits (10%) The larger the better Compare this to keeping a redundant copy Copyright © by Curt Hill

13 Copyright © 2003-2017 by Curt Hill
Finally Error correction has been applied to many areas: Transmission of data Checking or correcting for errors in memory Checking or correcting for errors on disk/tape We covered this because we need it for RAID Copyright © by Curt Hill


Download ppt "Error Correction Codes"

Similar presentations


Ads by Google