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Two-Dimensional Information Theory and Coding
Hardcover
Technology & EngineeringGeneral Computers
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ISBN10: 0521888603
ISBN13: 9780521888608
Publisher: Cambridge University Press
Published: Oct 15 2009
Pages: 184
Weight: 1.15
Height: 0.60 Width: 6.90 Depth: 9.80
Language: English
ISBN13: 9780521888608
Publisher: Cambridge University Press
Published: Oct 15 2009
Pages: 184
Weight: 1.15
Height: 0.60 Width: 6.90 Depth: 9.80
Language: English
This complete introduction to two-dimensional (2-D) information theory and coding provides the key techniques for modeling data and estimating their information content. Throughout, special emphasis is placed on applications to transmission, storage, compression, and error protection of graphic information. The book begins with a self-contained introduction to information theory, including concepts of entropy and channel capacity, which requires minimal mathematical background knowledge. It then introduces error-correcting codes, particularly Reed-Solomon codes, the basic methods for error-correction, and codes applicable to data organized in 2-D arrays. Common techniques for data compression, including compression of 2-D data based on application of the basic source coding, are also covered, together with an advanced chapter dedicated to 2-D constrained coding for storage applications. Numerous worked examples illustrate the theory, whilst end-of-chapter exercises test the reader's understanding, making this an ideal book for graduate students and also for practitioners in the telecommunications and data storage industries.
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