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Information theory : coding theorems for discrete memoryless systems /

Fully updated and revised edition of Csiszár and Körner's classic book on information theory.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Csiszár, Imre, 1938-
Otros Autores: Körner, János
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cambridge ; New York : Cambridge University Press, 2011.
Edición:2nd ed.
Temas:
Acceso en línea:Texto completo

MARC

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245 1 0 |a Information theory :  |b coding theorems for discrete memoryless systems /  |c Imre Csiszár, János Körner. 
250 |a 2nd ed. 
260 |a Cambridge ;  |a New York :  |b Cambridge University Press,  |c 2011. 
300 |a 1 online resource (xxi, 499 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a data file 
504 |a Includes bibliographical references (pages 461-477) and indexes. 
588 0 |a Print version record. 
505 0 |a Cover; Information Theory; Title; Copyright; Contents; Preface to the first edition; Preface to the second edition; Basic notation and conventions; Preliminaries on random variables and probability distributions; Introduction; Intuitive background; Informal description of the basic mathematical model; Measuring information; Multi-terminal systems; Part I Information measures in simple coding problems; 1 Source coding and hypothesis testing; information measures; Discussion; Problems; Postulational characterizations of entropy (Problems 1.11-1.14); Story of the results. 
505 8 |a 2 Types and typical sequencesDiscussion; Problems; Story of the results; 3 Formal properties of Shannon's information measures; Problems; Properties of informational divergence (Problems 3.17-3.20); Structural results on entropy (Problems 3.21-3.22); Story of the results; 4 Non-block source coding; Problems; General noiseless channels (Problems 4.20-4.22); Universal variable-length codes (Problems 4.23-4.26); Story of the results; 5 Blowing up lemma: a combinatorial digression; Problems; Story of the results; Part II Two-terminal systems; 6 The noisy channel coding problem; Discussion. 
505 8 |a ProblemsComparison of channels (Problems 6.16-6.18); Zero-error capacity and graphs (Problems 6.23-6.25); Story of the results; 7 Rate-distortion trade-off in source coding and the source-channel transmission problem; Discussion; Problems; Story of the results; 8 Computation of channel capacity and?-distortion rates; Problems; Story of the results; 9 A covering lemma and the error exponent in source coding; Problems; Graph entropy and convex corners; Story of the results; 10 A packing lemma and the error exponent in channel coding; Discussion; Problems; Compound DMCs (Problems 10.12-10.14). 
505 8 |a Reliability at R = 0 (Problems 10.20-10.23)Story of the results; 11 The compound channel revisited: zero-error information theory and extremal combinatorics; Discussion; Problems; Story of the results; 12 Arbitrarily varying channels; Discussion; Problems; Story of the results; Part III Multi-terminal systems; 13 Separate coding of correlated sources; Discussion; Problems; Story of the results; 14 Multiple-access channels; Discussion; Problems; Reduction of channel network problems (Problems 14.22-14.24); Story of the results; 15 Entropy and image size characterization; Discussion; Problems. 
505 8 |a Image size of arbitrary sets (Problems 15.4-15.5)More-than-three-component sources (Problems 15.16-15.21); Story of the results; 16 Source and channel networks; Discussion; Problems; Broadcast channels (Problems 16.8-16.12); Source networks with three inputs and one helper (Problems 16.13-16.18); Source networks with two helpers; General fidelity criteria (Problems 16.22-16.24); Common information (Problems 16.27-16.30); Miscellaneous source networks (Problems 16.31-16.33); Story of the results; 17 Information-theoretic security; 17.1 Basic concepts and tools. 
520 |a Fully updated and revised edition of Csiszár and Körner's classic book on information theory. 
546 |a English. 
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650 0 |a Coding theory. 
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700 1 |a Körner, János. 
758 |i has work:  |a Information theory (Text)  |1 https://id.oclc.org/worldcat/entity/E39PCG33dVGKfG6FGtJypCHpyd  |4 https://id.oclc.org/worldcat/ontology/hasWork 
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