Storing and Transmitting Data: Rudolf Ahlswede's Lectures on Information Theory 1 (Foundations in Signal Processing, Communications and Networking)
暫譯: 數據儲存與傳輸:Rudolf Ahlswede的信息理論講座 1(信號處理、通信與網絡基礎)
Rudolf Ahlswede
- 出版商: Springer
- 出版日期: 2014-05-20
- 售價: $2,420
- 貴賓價: 9.5 折 $2,299
- 語言: 英文
- 頁數: 302
- 裝訂: Hardcover
- ISBN: 3319054783
- ISBN-13: 9783319054780
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商品描述
The volume “Storing and Transmitting Data” is based on Rudolf Ahlswede's introductory course on "Information Theory I" and presents an introduction to Shannon Theory. Readers, familiar or unfamiliar with the technical intricacies of Information Theory, will benefit considerably from working through the book; especially Chapter VI with its lively comments and uncensored insider views from the world of science and research offers informative and revealing insights. This is the first of several volumes that will serve as a collected research documentation of Rudolf Ahlswede’s lectures on information theory. Each volume includes comments from an invited well-known expert. Holger Boche contributed his insights in the supplement of the present volume.
Classical information processing concerns the main tasks of gaining knowledge, storage, transmitting and hiding data. The first task is the prime goal of Statistics. For the two next, Shannon presented an impressive mathematical theory called Information Theory, which he based on probabilistic models. The theory largely involves the concept of codes with small error probabilities in spite of noise in the transmission, which is modeled by channels. The lectures presented in this work are suitable for graduate students in Mathematics, and also in Theoretical Computer Science, Physics, and Electrical Engineering with background in basic Mathematics. The lectures can be used as the basis for courses or to supplement courses in many ways. Ph.D. students will also find research problems, often with conjectures, that offer potential subjects for a thesis. More advanced researchers may find the basis of entire research programs.
商品描述(中文翻譯)
《儲存與傳輸數據》這本書是基於Rudolf Ahlswede的《信息理論 I》入門課程,並介紹了香農理論。無論讀者對信息理論的技術細節是熟悉還是不熟悉,通過本書的學習都將獲益良多;特別是第六章,生動的評論和來自科學與研究界的未經審查的內幕觀點提供了資訊豐富且啟發性的見解。這是幾本將作為Rudolf Ahlswede在信息理論講座的研究文獻集的第一卷。每一卷都包含一位受邀知名專家的評論。Holger Boche在本卷的補充部分提供了他的見解。
經典的信息處理涉及獲取知識、儲存、傳輸和隱藏數據的主要任務。第一個任務是統計學的主要目標。對於接下來的兩個任務,香農提出了一個令人印象深刻的數學理論,稱為信息理論,該理論基於概率模型。該理論主要涉及在傳輸過程中儘管存在噪聲,但仍具有小錯誤概率的編碼概念,這些噪聲是通過通道建模的。本書中呈現的講座適合具有基礎數學背景的數學研究生,以及理論計算機科學、物理學和電氣工程的學生。這些講座可以作為課程的基礎,或以多種方式補充課程。博士生還會發現研究問題,通常伴隨著猜想,這些問題提供了潛在的論文主題。更高級的研究人員可能會找到整個研究計劃的基礎。