Lattice Coding for Signals and Networks
A Structured Coding Approach to Quantization, Modulation and Multiuser Information Theory
1st Edition
Published on 28. July 2014
404 pages
978-1-139-98927-5 (ISBN)
Description
Unifying information theory and digital communication through the language of lattice codes, this book provides a detailed overview for students, researchers and industry practitioners. It covers classical work by leading researchers in the field of lattice codes and complementary work on dithered quantization and infinite constellations, and then introduces the more recent results on 'algebraic binning' for side-information problems, and linear/lattice codes for networks. It shows how high dimensional lattice codes can close the gap to the optimal information theoretic solution, including the characterisation of error exponents. The solutions presented are based on lattice codes, and are therefore close to practical implementations, with many advanced setups and techniques, such as shaping, entropy-coding, side-information and multi-terminal systems. Moreover, some of the network setups shown demonstrate how lattice codes are potentially more efficient than traditional random-coding solutions, for instance when generalising the framework to Gaussian networks.
More details
Language
English
Place of publication
Cambridge
United Kingdom
Publishing group
Cambridge University Press
Target group
Professional and scholarly
Illustrations
Worked examples or Exercises; 11 Tables, black and white; 138 Line drawings, unspecified
File size
8919,18 MB
ISBN-13
978-1-139-98927-5 (9781139989275)
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Schweitzer Classification
Other editions
Additional editions
Ram Zamir
Lattice Coding for Signals and Networks
A Structured Coding Approach to Quantization, Modulation and Multiuser Information Theory
Book
08/2014
Cambridge University Press
€220.40
Shipment within 15-20 days
Persons
Ram Zamir is a Professor at the Department of Electrical Engineering at Tel-Aviv University, Israel. He consults in the areas of radar and communications (DSL and WiFi), and is the Chief Scientist of Celeno Communications.
Content
1. Introduction; 2. Lattices; 3. Figures of merit; 4. Dithering and estimation; 5. Entropy-coded quantization; 6. Infinite constellation for modulation; 7. Asymptotic goodness; 8. Nested lattices; 9. Lattice shaping; 10. Side-information problems; 11. Modulo-lattice modulation with Yuval Kochman; 12. Gaussian networks with Bobak Nazer; 13. Error exponents.
