Asia Pacific University Library catalogue


Entropy and information theory / Robert M. Gray.

By: Gray, Robert MMaterial type: TextTextPublication details: New York : Springer, c2011Edition: 2nd edDescription: xxvii, 409 p. : ill. ; 24 cmISBN: 9781441979698 (hbk.); 1441979697 (hbk.)Subject(s): Entropy (Information theory) | Coding theory | Distribution (Probability theory)DDC classification: 003.54 LOC classification: Q370 | .G73 2011
Contents:
Introduction -- 1. Information sources -- 2. Pair processes : channels, codes and couplings -- 3. Entropy -- 4. The entropy ergodic theorem -- 5. Distortion and approximation -- 6. Distortion and entropy -- 7. Relative entropy -- 8. Information rates -- 9. Distortion and information -- 10. Relative entropy rates -- 11. Ergodic theorems for densities -- 12. Source coding theorems -- 13. Properties of good source codes -- 14. Coding for noisy channels.
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Item type Current library Collection Call number Copy number Status Date due Barcode
General Circulation General Circulation APU Library
Open Shelf 		Book Q370 .G73 2011 c.1 (Browse shelf (Opens below)) 1 Available (No use restrictions) 00033804
General Circulation General Circulation APU Library
Open Shelf 		Book Q370 .G73 2011 c.2 (Browse shelf (Opens below)) 2 Available (No use restrictions) 00033805

Includes bibliographical references (p. 395-403) and index.

Introduction -- 1. Information sources -- 2. Pair processes : channels, codes and couplings -- 3. Entropy -- 4. The entropy ergodic theorem -- 5. Distortion and approximation -- 6. Distortion and entropy -- 7. Relative entropy -- 8. Information rates -- 9. Distortion and information -- 10. Relative entropy rates -- 11. Ergodic theorems for densities -- 12. Source coding theorems -- 13. Properties of good source codes -- 14. Coding for noisy channels.

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