Error detection.

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Error Detection & Correction

Transcript of Error detection.

  • 1.ERROR DETECTION Bit errors are sometimes introduced into frames Bit error simply means change from 0 to 1 or 1 to 0 This most of the time happens because of: NOISE Where noise is defined as the induction of unwanted signal into data

2. ERROR DETECTION Data is transmitted in form of signals Process of translating binary data into signal is called ENCONDING SCHEME Most commonly the signal travelling on a wire is anelectrical or electromagnetic signal Usually one bit is represented by one voltage value And second bit by another voltage value E.g.1 = +5 Volt0 = -5 Volt 3. ERROR DETECTION Data 1010101010101 01010 In simple words electricity is flowing between the two PCs Whenever electricity or electrical signal is flowing through a wire It creates electromagnetic field around it Simply the area around the wire in which current has its affect is called electromagnetic field 4. Data 1010101010101 010101010101 0 01010Noise 5. ERROR DETECTION This type of noise is called electrical interference There are many other types of noise: Thermal noise, Shot noise, Burst Noise, Flicker Noise Bit errors are introduced into frames because of noiseSome strategy is needed to detect these errors Parity Checksum CRC ( Cyclic Redundancy Check ) 6. ERROR DETECTION General steps in every error detection strategy: Send extra information with data This information is calculated from data This information is generally called Redundant Information Errors are detected in data by using Redundant Information If error is detected in a frame The frame is dropped Sender retransmits the frame 7. ERROR DETECTION Every strategy has its own way of calculating redundantinformation and has its own name for it Even ParityOdd ParityRedundant Information Internet ChecksumCRC Number 8. ERROR DETECTION 9. ERROR DETECTION Lets design a simple error detection strategy In simplest case we can think of sending two frames Original data frame Copy of data frame ( Redundant Information ) Receiver compares the two frames If the two match there is no error Frame is accepted and copy is discarded If the two do not match there is an error Frame is rejected and both data and copy are discarded 10. ERROR DETECTION 10 10 10 101010DataCopy1010Data10 001010101010Copy Receiver compares the two frames If the two match there is no error Frame is accepted and copy is discarded If the two do not match there is an error Frame is rejected and both data and copy are discarded 11. ERROR DETECTION Is this a good Error Detection Strategy? Too much redundant information 12. ERROR DETECTION Parity Schemes Even Parity Check digit (1 or 0) is added to make sure there are an even number of 1s Odd Parity Check digit (1 or 0) is added to make sure there are an odd number of 1s Two-Dimensional Parity Add parity bits in both dimension i.e. row-wise and column-wise 13. ERROR DETECTION 1 0 0 0 0 1 1 1 0 1 1 0 0 1 1 00 Even Parity With every 7 bits of data one parity bit is added to keep number of 1s even When receiver receives the data, it checks the number of 1s If number of 1s are even then, data is correct If number of 1s are odd then there is an error 14. ERROR DETECTION 1 0 0 0 0 1 1 1 1 1 Even Parity If more then one bits are corrupted in such a way that number of 1s stayeven, the error goes undetected 15. ERROR DETECTION Is this a good Error Detection Strategy? Cannot detect all types of errors 16. ERROR DETECTION 1 0 0 0 0 1 1 1 0 0 1 0 0 0 1 0 1 1 0 0 0 1 0 1 1 0 0 1 0 1 1 0 0 0 0 1 0 0 0 1 0 1 1 0 0 1 1 0 0 1 0 0 1 1 0 1 1 1 0 0 1 1 0 0 Two-Dimensional Parity Divides data into blocks, where every block contains 7 groups of 7 bits Adds parity bits both column-wise and row-wise 17. ERROR DETECTION Is this a good Error Detection Strategy? Can detect more types of errors as compared to simpleparity schemes Sends more Redundant Information as compared to simple parity scheme 18. ERROR DETECTION When the logic for detecting errors is based on addition, suchstrategies may be called checksum Internet Checksum Algorithm Add up all the words of sending data and then transmit theresult of that sum ( R.I ) with data A word can be 1,2 or 4 bytes of data The receiver performs the same calculation on the received dataand compares the result with the received checksum If answers match there is no error otherwise error detected 19. ERROR DETECTION1 1 1 1 1 1 1 1Sum1 0 1 0 0 1 1 1 Add Words0 1 0 0 1 1 0 0 1 0 1 1 0 1 1 0 Data SumTransmitted1 0 1 0 1 0 0 1 Compare11 0 1 0 1 0 1 0 Recalculate Sum1 0 1 0 1 0 1 0 20. ERROR DETECTION This strategy is implemented at network layer Sends less redundant information A very weak strategy for Error Detection If bits are corrupted in such a way that sum does not change error will go undetected 21. ERROR DETECTION CRC ( Cyclic Redundancy Check) Before communication sender and receiver agree on a divisor Before sending the data CRC number is combined with data It makes the data completely divisible by divisor On Receiver Side If data is again completely divisible, no Error detected If data is not completely divisible, Error is detected 22. ERROR DETECTION CRC process is usually carried in polynomial form Polynomial Form is used for two reasons Polynomial mathematics is easy and efficient Long binary messages can be represented by short polynomials Conversion Process Start from right side and write x under each binary digit with powers in sequence Multiply them with binary digits Add all the terms Highest power in a polynomial is the DEGREE of polynomial 23. 15 bits0Polynomial11Of0Degree 4 24. 106 bits1Polynomial0Of11Degree 5 25. 107 bits0Polynomial00Of0Degree 61 26. ERROR DETECTION CRC Process: n + 1 bits of data (Message) M(x) is represented by a polynomial of degree nFor Calculating CRC: Both sender and receiver choose a common divisor C(x) with degree k Any number can be chosen as a divisor as long as k < n Multiply M(x) into xk to obtain T(x), can also be called zero-extendedmessage. T(x) = M(x) * xk Divide T(x) by C(x) and find remainder. Subtract Remainder from T(x).T(x) / C(x) => RemainderT(x) - Remainder At this point we get data combined with CRC , which is completelydivisible by divisor 27. C(x) = 1101 M(x) = 10011010x7 + x4 + x3 + x1 x 3 + x2 + 1 10011010M(x) Where n=7C (x) k=3 agreed ,k < n101(x10 + x7 + x6 + x4) / ( x3 + x2 + 1 ) = RemainderT(x) = M(x) * xk5 6 7 x3 + x2 + 1x - x + x x4 + x3 +1 x8 + x7 + x5 7 + x 4 + x 3 + x 1 ) * x3 T(x) = (x x3 + x2 + 1 CRC 101 T(x) Remainder 3 43 Completely7 5 4 7.x3 + x4.x3 + x .x + x1.x3 T(x) = x x10 7 + x6 + x Divisible x T(x) x On x + Zero 2 Extended x2 1 (x10 + x7 x10 6 + x4) x73+3 ( x1+3 1) + x + 4+3 + Divisor x7 x6 x4 T(x) = x7+3 + x x9 + x + x Message x10 + x7 + x6 7 x4 6 x2 4 1 Data + CRC + + + Remainder = 101 T(x) = x10 + 9 + x + x x 6 4 6 x5 + 2x4 x +x +x x 0 6 9 x8 000 10011010x 101 x T(x) = 10011010x8 + 2x6 + x4 0x6 + x 5 + x3 0 5 + x3 2xC(x) = 1101Complete Division = No Error Incomplete Division = Error Detected 28. ERROR DETECTION 29. ERROR DETECTION BISYNC protocol uses two dimensional parity IP uses Internet Checksum HDLC, DDCMP, use CRC Ethernet and 802.5 networks use CRC-32, while HDLCuses CRC-CCITT. ATM uses CRC-8, CRC-10, and CRC-32. 30. ERROR CORRECTION Error correction are more complex schemes then detection We need to know the exact position of corrupted bits Hamming Codes: Developed by Richard Hamming Can correct up to one bit-error ( one we will study ) Takes help from simple parity Redundant bits are placed at every 2K position Data is placed in between redundant bits Every redundant bit is responsible for checking bits at some position CORRECTION comes after DETECTION 31. ERROR CORRECTION R parity bits are required for 2R-R-1 data bits Parity bits are placed at position 2K i.e. 1,2,4,8,16,.. Parity bit at position k is responsible for every k bit(s)starting from position k and at a gap of k bits. e.g. Parity bit 1 is responsible for bits at position [1], [3], [5], [7] Parity bit 2 is responsible for bits at position [2,3], [6,7], [10,11] Parity bit 4 is responsible for bits at position [4,5,6,7], [12,13,14,15]..Data is placed in between the Redundant Bits. i.e. anyposition 2k e.g. 3,5,6,7,9,10,11,12,13,14,15,17. 32. ERROR CORRECTION Sender: Separate parity checking is done for every redundant bit and the bits that it is responsible for By using even parity, number of 1s are kept even Receiver: Recalculates parity bit in received data for every redundant bit and its responsible bits By combining these recalculated parity bits we get the position of corrupted bit The bit at that position is simply flipped 33. ERROR CORRECTION R parity bits are required for 2R-R-1 data bits E.g. for 7 data bits. For R = 1, 21 1 1 = 0 For R = 2, 22 2 1 = 1 For R = 3, 23 3 1 = 4 For R = 4, 24 4 1 = 11 So total of 11 bits with 7 data bits and 4 parity bits Parity bits are placed at position 2k and data bits betweenthem 34. ERROR CORRECTION Parity bit at position k is responsible for every k bit(s) starting from positionk and at a gap of k bits. 35. Insert Data at position 2k1 0 0 1 1 0 1 Data 1 0 0 1 1 1 0 0Separate Parity CheckingFlip BitReceiver Sender1 1 0 Combine Bits = PositionTransmissionRecalculate Parity Bits010 11011 10 98765100 41 30 21 100 1 1 1Position =7 36. Insert Data at position 2k1 0 0 1 1 0 1 Data 1 0 0 1 1 1 0 0Separate Parity CheckingFlip BitReceiver Sender1 1 0 Combine Bits = PositionTransmissionRecalculate Parity Bits100111011 10 987650 41 30 21 10 0 0 0Position = 0 37. HAMMING DISTANCE To find the hamming distance we exclusively or everycode word with the code word below it The minimum distance is then called dmin = Hamming DistanceAny error detection scheme having a minimum hammingdistance of dmin is guaranteed to: Detect errors up to : dmin 1 Correct errors up to: (dmin 1) / 2