Information Theory and Coding (IT-8003)
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RGPV notes CBGS Bachelor of engineering
Syllabus
UNIT 1:
Information – Entropy, Information rate, classification of codes, Source coding theorem,
Shannon-Fano coding, Huffman coding, - Joint and conditional entropies, Mutual information -
Discrete memory less channels – BSC, BEC – Channel capacity, Shannon limit
UNIT 2:
Error Control Coding-Definitions and Principles: Hamming distance, Minimum distance
decoding - Single parity codes, Hamming codes, Repetition codes - Linear block codes, Cyclic
codes - Syndrome calculation, Encoder and decoder - CRC ,Convolution codes – code tree
trellis, state diagram - Encoding – Decoding: Sequential search and Viterbi algorithm – Principle of
Turbo coding
UNIT 3:
Source Coding: TEXT, AUDIO and SPEECH:- Text: Adaptive Huffman Coding, Arithmetic
Coding, LZW algorithm , Audio: Perceptual coding, Masking techniques, Psychoacoustic model,
MPEG Audio layers I,II,III, Dolby AC3 ,Speech: Channel Vocoder, Linear Predictive Coding
UNIT 4:
Source Coding:IMAGE AND VIDEO: Image and Video Formats – GIF, TIFF, SIF, CIF,
QCIF – Image compression: READ, JPEG – Video Compression: Principles-I,B,P frames, Motion
estimation, Motion compensation, H.261, MPEG standard
UNIT 5:
Compression techniques- Principles,Text Compression – Static Huffman Coding – Dynamic
Huffman Coding – Arithmetic Coding – Image Compression – Graphics Interchange Format ,
Digitized Documents Introduction To JPEG Standards.
NOTES
- Unit 1
- Unit 2
- Unit 3
- Unit 4
- Unit 5
Books Recommended
1 .R Bose, “Information Theory, Coding and Cryptography”, TMH
2 Herbert Taub and Donald Scihiling ,”Principles of Communication Systems”,McGraw Hill
Publication
3 . R P Singh and S D Sapre “Communication systems”, TMH
4. Fred Halsall, “Multimedia Communications, Applications Networks Protocols
And Standards”, Pearson Education,
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