Wave Theory of Information (Hardcover)
暫譯: 信息的波動理論 (精裝版)

Massimo Franceschetti

  • 出版商: Cambridge
  • 出版日期: 2017-12-28
  • 售價: $1,750
  • 貴賓價: 9.8$1,715
  • 語言: 英文
  • 頁數: 472
  • 裝訂: Hardcover
  • ISBN: 1107022312
  • ISBN-13: 9781107022317
  • 下單後立即進貨 (約5~7天)

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商品描述

Understand the relationship between information theory and the physics of wave propagation with this expert guide. Balancing fundamental theory with engineering applications, it describes the mechanism and limits for the representation and communication of information using electromagnetic waves. Information-theoretic laws relating functional approximation and quantum uncertainty principles to entropy, capacity, mutual information, rate distortion, and degrees of freedom of band-limited radiation are derived and explained. Both stochastic and deterministic approaches are explored, and applications for sensing and signal reconstruction, wireless communication, and networks of multiple transmitters and receivers are reviewed. With end-of-chapter exercises and suggestions for further reading enabling in-depth understanding of key concepts, it is the ideal resource for researchers and graduate students in electrical engineering, physics and applied mathematics looking for a fresh perspective on classical information theory.

商品描述(中文翻譯)

了解資訊理論與波傳播物理之間的關係,這本專家指南提供了平衡基本理論與工程應用的內容。它描述了使用電磁波進行資訊表示和傳遞的機制及其限制。推導並解釋了與功能近似和量子不確定性原則相關的資訊理論法則,包括熵、容量、互資訊、速率失真以及帶限輻射的自由度。探討了隨機和確定性的方法,並回顧了在感測、信號重建、無線通信以及多發射器和接收器網絡中的應用。每章結尾的練習題和進一步閱讀的建議有助於深入理解關鍵概念,是電機工程、物理學和應用數學領域的研究人員和研究生尋求對經典資訊理論的新視角的理想資源。