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The Art of Error Correcting Coding

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Robert H. Morelos-Zaragoza, Sony Computer Science Laboratories, Inc., Japan
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0471 49581 6
March 2002
Hardback
238pp


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The Art of Error Correcting Coding provides a comprehensive coverage of the basic techniques of
error concealment. It addresses the need for selecting, implementing and simulating algorithms
for the encoding and decoding of codes used for error correction and detection.
This practical approach uses simple and easy to follow numerical examples to describe the basic
concepts of a particular coding or decoding scheme. Basic analysis tools are provided throughout
to help in the assessment of the error performance block and convolutional codes of a particular
Error Correcting Coding (ECC) scheme for a selection of the basic channel models.
- Provides a complete treatment of important decoding algorithms including errors-and-erasures decoding of BCH and Reed-Solomon codes for any set of consecutive zeros and any length
- Describes Viterbi decoding and the key implementation issues Includes soft-output decoding algorithms, MAP, log-MAP, Max-log-MAP, belief propagation and ordered statistics
- Discusses new reliability-based algorithms such as GMD and the Chase algorithm with soft outputs
- Examines turbo codes, both serially and parallel concatenated, as well as low-density parity-check (LDPC) codes and their iterative decoders
- Features a companion website providing computer programs written in C language, to help understanding and implementing basic ECC techniques
This volume provides an indispensable tool for understanding and applying ECC techniques in
transmission and storage of digital information. Engineers, computer scientists and graduate
students alike, will all benefit from such a practical introductory approach.
Contents:
- Introduction
- Hamming, Golay and Reed-Muller codes
- Binary cyclic codes and BCH codes
- Non-binary BCH codes: Reed-Solomon codes
- Binary convolutional codes
- Modifying and combining codes
- Soft-decision decoding
- Iteratively decodable codes
- Combining codes and digital modulation: Coded modulation
- References
- Appendix A Weight distributions of extended BCH codes
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