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Electrical Communications Systems ECE.09.433. Hamming Encoding. Dr. Shreek Mandayam Electrical & Computer Engineering Rowan University. Plan. Digital Baseband Communications Error Control Coding Hamming distance Parity check codes Hamming Code. ECOMMS: Topics.
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Electrical Communications SystemsECE.09.433 Hamming Encoding Dr. Shreek Mandayam Electrical & Computer Engineering Rowan University
Plan • Digital Baseband Communications • Error Control Coding • Hamming distance • Parity check codes • Hamming Code
Digital Communications Transceiver Anti- aliasing Filter Error Control Encoder Data Encryption Encoder Channel/ Line Encoder Source Encoder Sampling Quantization Modulator MUX ADC Analog i/p CODEC MODEM Multiple access channel Analog o/p Error Control Decoder Data Encryption Decoder Source Decoder Audio Amp Reconstruction/ DAC Equalization / Decision Circuits Demod-ulator DEMUX
Error Control Coding Error Detection (ARQ Technique) Error Correction (FEC Technique) • Hamming Distance The number of locations (bits) at which two code words differ • Theorem 1 A code with a Hamming distance of d >= t+1 can detect t errors in the received code word • Theorem 2 A code with a Hamming distance of 2t+1 <= d <= 2t+2 can detect and correct t errors in the received code word
Block Coder n encoded bits k information bits k n-k Information bits Parity bits Add Redundancy!! n-bit codeword Error Control Codes Block Codes (memoryless) Convolutional Codes (with memory) Principle Will not discuss! (n, k) systematic block code
I6 I4 I7 I5 I3 I2 I1 P Parity Check Codes P is set such that the total no. of bits in the code word is even or odd
1 Tx 2 3 3 NACK ACK ACK 1 2 3 Rx Error detected!!! Remediation for Detected Errors: ARQ
I3 I1 I4 I2 P3 P2 P1 (7, 4) Hamming Code • Single error detection and correction code • Hamming distance, d = 3 • Fits into a general category of coding techniques called BCH codes • Employs a • Code Generator Matrix • Syndrome Decoding Technique
I3 I3 I1 I1 I4 I4 I2 I2 P3 s3 s2 P2 P1 s1 R6 C6 R4 C4 C7 R7 C5 R5 C3 R3 C2 R2 R1 C1 (7, 4) Hamming Code Encoding Parity bits Code Generator = Info bits Code word Decoding Parity Check Received code word Error position indicator
(7, 4) Hamming Code Code Generator Matrix
I3 I1 I4 I2 P3 P2 P1 + + + Hamming Encoder Info bits Parity bits P3 = I4 I2 I1 P2 = I4 I3 I1 P1 = I4 I3 I2
Syndrome Decoding Parity Check Matrix
s3 s2 s1 R6 R4 R7 R5 R3 R2 R1 Hamming Decoder Received code word Error Position Indicator + + + s3 = R7 R5 R4 R3 s2 = R7 R6 R4 R2 s1 = R7 R6 R5 R1
Hamming Decoder Error position indicator (syndrome) s Error Position, e No error