The Theory of Information and Coding: Student Edition (Hardcover)
暫譯: 資訊與編碼理論:學生版(精裝本)
R. J. McEliece
- 出版商: Cambridge
- 出版日期: 2004-07-15
- 售價: $1,950
- 貴賓價: 9.8 折 $1,911
- 語言: 英文
- 頁數: 410
- 裝訂: Hardcover
- ISBN: 0521831857
- ISBN-13: 9780521831857
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商品描述
Description:
This is a revised edition of McEliece’s classic, published with students in mind. It is a self-contained introduction to all basic results in the theory of information and coding. This theory was developed to deal with the fundamental problem of communication, that of reproducing at one point, either exactly or approximately, a message selected at another point. There is a short and elementary overview introducing the reader to the concept of coding. Then, following the main results, the channel and source coding theorems, there is a study of specific coding schemes which can be used for channel and source coding. This volume can be used either for self-study, or for a graduate/undergraduate level course at university. It includes dozens of worked examples and several hundred problems for solution. The exposition will be easily comprehensible to readers with some prior knowledge of probability and linear algebra.
Table of Contents:
1. Entropy and mutual information; 2. Discrete memoryless channels and their capacity-cost functions; 3. Discrete memoryless sources and their rate-distortion functions; 4. The Gaussian channel and source; 5. The source-channel coding theorem; 6. Survey of advanced topics for part I; 7. Linear codes; 8. BCH Goppa, and related codes; 9. Convolutional codes; 10. Variable-length source coding; 11. Survey of advanced topics for part II.
商品描述(中文翻譯)
**描述:**
這是 McEliece 經典著作的修訂版,出版時考慮到了學生的需求。這本書是對信息與編碼理論所有基本結果的自成一體的介紹。這一理論的發展旨在解決通信的基本問題,即在一個點上準確或近似地重現另一個點選擇的消息。書中有一個簡短且基本的概述,介紹了編碼的概念。接著,在主要結果之後,探討了通道和源編碼定理,並研究了可用於通道和源編碼的特定編碼方案。本書可用於自學,或作為大學的研究生/本科課程。它包含數十個已解題例和數百個待解問題。對於具備一定概率和線性代數基礎知識的讀者來說,這本書的內容將易於理解。
**目錄:**
1. 熵與互信息;2. 離散無記憶通道及其容量-成本函數;3. 離散無記憶源及其速率-失真函數;4. 高斯通道與源;5. 源-通道編碼定理;6. 第一部分的進階主題概述;7. 線性碼;8. BCH Goppa 及相關碼;9. 卷積碼;10. 可變長度源編碼;11. 第二部分的進階主題概述。