Network Information Theory (Paperback)
暫譯: 網路資訊理論 (平裝本)

Professor Abbas El Gamal, Young-Han Kim

  • 出版商: Cambridge
  • 出版日期: 2018-03-08
  • 售價: $1,460
  • 貴賓價: 9.8$1,431
  • 語言: 英文
  • 頁數: 713
  • 裝訂: Paperback
  • ISBN: 1108453244
  • ISBN-13: 9781108453240
  • 其他版本: Network Information Theory (Hardcover)
  • 立即出貨 (庫存=1)

商品描述

This comprehensive treatment of network information theory and its applications provides the first unified coverage of both classical and recent results. With an approach that balances the introduction of new models and new coding techniques, readers are guided through Shannon's point-to-point information theory, single-hop networks, multihop networks, and extensions to distributed computing, secrecy, wireless communication, and networking. Elementary mathematical tools and techniques are used throughout, requiring only basic knowledge of probability, whilst unified proofs of coding theorems are based on a few simple lemmas, making the text accessible to newcomers. Key topics covered include successive cancellation and superposition coding, MIMO wireless communication, network coding, and cooperative relaying. Also covered are feedback and interactive communication, capacity approximations and scaling laws, and asynchronous and random access channels. This book is ideal for use in the classroom, for self-study, and as a reference for researchers and engineers in industry and academia.

商品描述(中文翻譯)

這本全面探討網路資訊理論及其應用的書籍,首次統一涵蓋了經典與近期的研究成果。書中採用平衡新模型與新編碼技術介紹的方法,引導讀者了解香農的點對點資訊理論、單跳網路、多跳網路,以及擴展到分散式計算、保密性、無線通信和網路的內容。全書使用基本的數學工具和技術,只需具備基本的機率知識,而編碼定理的統一證明則基於幾個簡單的引理,使得文本對新手友好。主要涵蓋的主題包括連續取消與疊加編碼、MIMO無線通信、網路編碼和合作中繼。此外,還探討了反饋與互動通信、容量近似與縮放法則,以及非同步和隨機存取通道。本書非常適合用於課堂教學、自學,以及作為業界和學術界研究人員和工程師的參考資料。

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