Codes, Systems, and Graphical Models
Published on 13. July 2013
Book
Paperback/Softback
XIII, 513 pages
978-1-4612-6534-4 (ISBN)
Description
Coding theory, system theory, and symbolic dynamics have much in common, including concerns for construction of state space representations, understanding of fundamental structural properties of sequence spaces, construction of input/output systems, and understanding the special role played by algebraic structure. A major new theme in this active area of research is codes and systems based on graphical models. This volume contains articles from leading researchers at the interface of these subjects, both survey articles for non-specialists and original research papers.
More details
Series
Edition
2001 ed.
Language
English
Place of publication
New York
United States
Target group
Professional and scholarly
Research
Illustrations
18 s/w Abbildungen
XIII, 513 p. 18 illus.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 29 mm
Weight
809 gr
ISBN-13
978-1-4612-6534-4 (9781461265344)
DOI
10.1007/978-1-4613-0165-3
Schweitzer Classification
Other editions
Additional editions
Brian Marcus | Joachim Rosenthal
Codes, Systems, and Graphical Models
Book
03/2001
Springer
€96.00
Article not available at the moment
Content
1. Overviews.- An introduction to the analysis of iterative coding systems.- Connections between linear systems and convolutional codes.- Multi-dimensional symbolic dynamical systems.- 2. Codes on Graphs.- Linear-congruence constructions of low-density parity-check codes.- On the effective weights of pseudocodewords for codes defined on graphs with cycles.- Evaluation of Gallager codes for short block length and high rate applications.- Two small Gallager codes.- Mildly non-linear codes.- Capacity-achieving sequences.- Hypertrellis: A generalization of trellis and factor graph.- 3: Decoding Techniques.- BSC thresholds for code ensembles based on "typical pairs" decoding.- Properties of the tailbiting BCJR decoder.- Iterative decoding of tail-biting trellises and connections with symbolic dynamics.- Algorithms for decoding and interpolation.- An algebraic description of iterative decoding schemes.- Recursive construction of Gröbner bases for the solution of polynomial congruences.- On iterative decoding of cycle codes of graphs.- 4. Convolutional Codes and Codes Over Rings.- Convolutional codes over finite Abelian groups: Some basic results.- Symbolic dynamics and convolutional codes.- Linear codes and their duals over artinian rings.- Unit memory convolutional codes with maximum distance.- Basic properties of multidimensional convolutional codes.- 5. Symbolic Dynamics and Automata Theory.- Length distributions and regular sequences.- Handelman's theorem on polynomials with positive multiples.- Topological dynamics of cellular automata.- A spanning tree invariant for Markov shifts.- List of workshop participants.