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A Student’s Guide to Coding and Information Theory
Stefan M. Moser, Po-Ning Chen你有多喜歡這本書?
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This easy-to-read guide provides a concise introduction to the engineering background of modern communication systems, from mobile phones to data compression and storage. Background mathematics and specific engineering techniques are kept to a minimum so that only a basic knowledge of high-school mathematics is needed to understand the material covered. The authors begin with many practical applications in coding, including the repetition code, the Hamming code and the Huffman code. They then explain the corresponding information theory, from entropy and mutual information to channel capacity and the information transmission theorem. Finally, they provide insights into the connections between coding theory and other fields. Many worked examples are given throughout the book, using practical applications to illustrate theoretical definitions. Exercises are also included, enabling readers to double-check what they have learned and gain glimpses into more advanced topics, making this perfect for anyone who needs a quick introduction to the subject
Introduction -- Error-detecting codes -- Repetition and hamming codes -- Data compression: efficient coding of a random message -- Entropy and Shannon's source coding theorem -- Mutual information and channel capacity -- Approaching the Shannon limit by turbo coding -- Other aspects of coding theory
Introduction -- Error-detecting codes -- Repetition and hamming codes -- Data compression: efficient coding of a random message -- Entropy and Shannon's source coding theorem -- Mutual information and channel capacity -- Approaching the Shannon limit by turbo coding -- Other aspects of coding theory
年:
2012
出版商:
Cambridge University Press
語言:
english
頁數:
205
ISBN 10:
1107601967
ISBN 13:
9781107601963
文件:
PDF, 2.39 MB
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IPFS:
CID , CID Blake2b
english, 2012
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