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Classical information processing concerns the main tasks of gaining knowledge and the storage, transmission and hiding of data. The first task is the prime goal of Statistics. For transmission and hiding data, Shannon developed 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 for those working in Theoretical Computer Science, Physics, and Electrical Engineering with a 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 questions which form the basis of entire research programs.
Classical information processing concerns the main tasks of gaining knowledge and the storage, transmission and hiding of data. The first task is the prime goal of Statistics. For transmission and hiding data, Shannon developed 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 for those working in Theoretical Computer Science, Physics, and Electrical Engineering with a 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 questions which form the basis of entire research programs.
Rudolf Ahlswede (1938 - 2010) studied Mathematics in Göttingen, and held postdoc positions in Erlangen, Germany and Ohio, USA. From 1977 on he was full Professor of Applied Mathematics at the University of Bielefeld. His work represents an essential contribution to information theory and networking. He developed and contributed to a number of central areas, including network coding, and theory of identification, while also advancing the fields of combinatorics and number theory. These efforts culminated in his research program "Development of a General Theory of Information Transfer". In recognition of his work, Rudolf Ahlswede received several awards for "Best Paper", as well as the distinguished "Shannon Award".
Written by a well-known author
Useful as a self-study guide
Focuses on selected topics
Words and Introduction of the Editors.- Preface.- I.Transmitting Data.- 1.Special Channels.- 2.Algorithms for Computing Channel Capacities and Rate-distortion Functions.- 3.Shannon's Model for Continuous Transmission.- [...] Sliding-Block Codes.- [...] ¿-Capacities and Information Stability.- 6.Channels with Infinite Alphabets.- II.Gaining Data.- 7.Selected Topics of Information Theory and Mathematical Statistics.- 8.ß-Biased Estimators in Data Compression.- III.Supplement.- Rudolf Ahlswede 1938-2010.- Comments by Gerhard Kramer.- List of Notations.- Index.- Name Index.
Erscheinungsjahr: | 2014 |
---|---|
Fachbereich: | Allgemeines |
Genre: | Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
Reihe: | Foundations in Signal Processing, Communications and Networking |
Inhalt: |
xvii
461 S. 4 s/w Illustr. 461 p. 4 illus. |
ISBN-13: | 9783319125220 |
ISBN-10: | 3319125222 |
Sprache: | Englisch |
Herstellernummer: | 86355947 |
Ausstattung / Beilage: | HC runder Rücken kaschiert |
Einband: | Gebunden |
Autor: | Ahlswede, Rudolf |
Redaktion: |
Tamm, Ulrich
Deppe, Christian Ahlswede, Alexander Althöfer, Ingo |
Herausgeber: | Alexander Ahlswede/Ingo Althöfer/Christian Deppe et al |
Hersteller: |
Springer International Publishing
Springer International Publishing AG Foundations in Signal Processing, Communications and Networking |
Maße: | 241 x 160 x 32 mm |
Von/Mit: | Rudolf Ahlswede |
Erscheinungsdatum: | 01.12.2014 |
Gewicht: | 0,881 kg |
Rudolf Ahlswede (1938 - 2010) studied Mathematics in Göttingen, and held postdoc positions in Erlangen, Germany and Ohio, USA. From 1977 on he was full Professor of Applied Mathematics at the University of Bielefeld. His work represents an essential contribution to information theory and networking. He developed and contributed to a number of central areas, including network coding, and theory of identification, while also advancing the fields of combinatorics and number theory. These efforts culminated in his research program "Development of a General Theory of Information Transfer". In recognition of his work, Rudolf Ahlswede received several awards for "Best Paper", as well as the distinguished "Shannon Award".
Written by a well-known author
Useful as a self-study guide
Focuses on selected topics
Words and Introduction of the Editors.- Preface.- I.Transmitting Data.- 1.Special Channels.- 2.Algorithms for Computing Channel Capacities and Rate-distortion Functions.- 3.Shannon's Model for Continuous Transmission.- [...] Sliding-Block Codes.- [...] ¿-Capacities and Information Stability.- 6.Channels with Infinite Alphabets.- II.Gaining Data.- 7.Selected Topics of Information Theory and Mathematical Statistics.- 8.ß-Biased Estimators in Data Compression.- III.Supplement.- Rudolf Ahlswede 1938-2010.- Comments by Gerhard Kramer.- List of Notations.- Index.- Name Index.
Erscheinungsjahr: | 2014 |
---|---|
Fachbereich: | Allgemeines |
Genre: | Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
Reihe: | Foundations in Signal Processing, Communications and Networking |
Inhalt: |
xvii
461 S. 4 s/w Illustr. 461 p. 4 illus. |
ISBN-13: | 9783319125220 |
ISBN-10: | 3319125222 |
Sprache: | Englisch |
Herstellernummer: | 86355947 |
Ausstattung / Beilage: | HC runder Rücken kaschiert |
Einband: | Gebunden |
Autor: | Ahlswede, Rudolf |
Redaktion: |
Tamm, Ulrich
Deppe, Christian Ahlswede, Alexander Althöfer, Ingo |
Herausgeber: | Alexander Ahlswede/Ingo Althöfer/Christian Deppe et al |
Hersteller: |
Springer International Publishing
Springer International Publishing AG Foundations in Signal Processing, Communications and Networking |
Maße: | 241 x 160 x 32 mm |
Von/Mit: | Rudolf Ahlswede |
Erscheinungsdatum: | 01.12.2014 |
Gewicht: | 0,881 kg |