List Decoding of Error-Correcting Codes

List Decoding of Error-Correcting Codes
Author: Venkatesan Guruswami
Publisher: Springer Science & Business Media
Total Pages: 354
Release: 2004-11-29
Genre: Computers
ISBN: 3540240519

Download List Decoding of Error-Correcting Codes Book in PDF, Epub and Kindle

This monograph is a thoroughly revised and extended version of the author's PhD thesis, which was selected as the winning thesis of the 2002 ACM Doctoral Dissertation Competition. Venkatesan Guruswami did his PhD work at the MIT with Madhu Sudan as thesis adviser. Starting with the seminal work of Shannon and Hamming, coding theory has generated a rich theory of error-correcting codes. This theory has traditionally gone hand in hand with the algorithmic theory of decoding that tackles the problem of recovering from the transmission errors efficiently. This book presents some spectacular new results in the area of decoding algorithms for error-correcting codes. Specificially, it shows how the notion of list-decoding can be applied to recover from far more errors, for a wide variety of error-correcting codes, than achievable before The style of the exposition is crisp and the enormous amount of information on combinatorial results, polynomial time list decoding algorithms, and applications is presented in well structured form.

Algorithmic Results in List Decoding

Algorithmic Results in List Decoding
Author: Venkatesan Guruswami
Publisher: Now Publishers Inc
Total Pages: 110
Release: 2007-01-24
Genre: Computers
ISBN: 1601980043

Download Algorithmic Results in List Decoding Book in PDF, Epub and Kindle

Algorithmic Results in List Decoding introduces and motivates the problem of list decoding, and discusses the central algorithmic results of the subject, culminating with the recent results on achieving "list decoding capacity." The main technical focus is on giving a complete presentation of the recent algebraic results achieving list decoding capacity, while pointers or brief descriptions are provided for other works on list decoding. Algorithmic Results in List Decoding is intended for scholars and graduate students in the fields of theoretical computer science and information theory. The author concludes by posing some interesting open questions and suggests directions for future work.

Algebraic List-decoding of Error-correcting Codes

Algebraic List-decoding of Error-correcting Codes
Author: Farzad Parvaresh
Publisher:
Total Pages: 154
Release: 2007
Genre:
ISBN: 9781109833768

Download Algebraic List-decoding of Error-correcting Codes Book in PDF, Epub and Kindle

This dissertation is concerned with algebraic list-decoding of error-correcting codes. During the past decade, significant advances in this are were achieved. The breakthrough papers of Sudan, Guruswami & Sudan, and Koetter & Vardy showed that the well-known Reed-Solomon (and other algebraic) codes can correct many more errors---in the list-decoding sense---than previously thought possible. Herein, we extend the theory developed in these seminal papers, and improve upon the results reported therein.

Fundamentals of Error-Correcting Codes

Fundamentals of Error-Correcting Codes
Author: W. Cary Huffman
Publisher: Cambridge University Press
Total Pages: 668
Release: 2010-02-18
Genre: Technology & Engineering
ISBN: 1139439502

Download Fundamentals of Error-Correcting Codes Book in PDF, Epub and Kindle

Fundamentals of Error Correcting Codes is an in-depth introduction to coding theory from both an engineering and mathematical viewpoint. As well as covering classical topics, there is much coverage of techniques which could only be found in specialist journals and book publications. Numerous exercises and examples and an accessible writing style make this a lucid and effective introduction to coding theory for advanced undergraduate and graduate students, researchers and engineers, whether approaching the subject from a mathematical, engineering or computer science background.

Error Correcting Coding and Security for Data Networks

Error Correcting Coding and Security for Data Networks
Author: Grigorii Kabatiansky
Publisher: John Wiley & Sons
Total Pages: 288
Release: 2005-10-31
Genre: Technology & Engineering
ISBN: 0470867566

Download Error Correcting Coding and Security for Data Networks Book in PDF, Epub and Kindle

Error correcting coding is often analyzed in terms of its application to the separate levels within the data network in isolation from each other. In this fresh approach, the authors consider the data network as a superchannel (a multi-layered entity) which allows error correcting coding to be evaluated as it is applied to a number of network layers as a whole. By exposing the problems of applying error correcting coding in data networks, and by discussing coding theory and its applications, this original technique shows how to correct errors in the network through joint coding at different network layers. Discusses the problem of reconciling coding applied to different layers using a superchannel approach Includes thorough coverage of all the key codes: linear block codes, Hamming, BCH and Reed-Solomon codes, LDPC codes decoding, as well as convolutional, turbo and iterative coding Considers new areas of application of error correcting codes such as transport coding, code-based cryptosystems and coding for image compression Demonstrates how to use error correcting coding to control such important data characteristics as mean message delay Provides theoretical explanations backed up by numerous real-world examples and practical recommendations Features a companion website containing additional research results including new constructions of LDPC codes, joint error-control coding and synchronization, Reed-Muller codes and their list decoding By progressing from theory through to practical problem solving, this resource contains invaluable advice for researchers, postgraduate students, engineers and computer scientists interested in data communications and applications of coding theory.

A Course in Error-correcting Codes

A Course in Error-correcting Codes
Author: Jørn Justesen
Publisher: European Mathematical Society
Total Pages: 210
Release: 2004
Genre: Error-correcting codes (Information theory)
ISBN: 9783037190012

Download A Course in Error-correcting Codes Book in PDF, Epub and Kindle

This book is written as a text for a course aimed at advanced undergraduates. Chapters cover the codes and decoding methods that are currently of most interest in research, development, and application. They give a relatively brief presentation of the essential results, emphasizing the interrelations between different methods and proofs of all important results. A sequence of problems at the end of each chapter serves to review the results and give the student an appreciation of the concepts.

New Combinatorial Bounds for Error Correcting Codes

New Combinatorial Bounds for Error Correcting Codes
Author: Ray Li
Publisher:
Total Pages:
Release: 2022
Genre:
ISBN:

Download New Combinatorial Bounds for Error Correcting Codes Book in PDF, Epub and Kindle

This thesis is about coding theory. Coding theory studies (error-correcting) codes, sets of strings that protect information from noise. To define a code, we typically imagine a communication setup: a sender, conventionally named Alice, wants to send a message to a receiver, conventionally named Bob, through a noisy channel, so she sends Bob an encoded message called a codeword with enough redundancy that Bob can decode the message, even in the presence of noise. The success of this protocol largely boils down to the mathematical properties of the code, the set of possible codewords Alice could send. The central challenge in coding theory is finding codes that are both ``less redundant'' (meaning Alice's encoded message is not too long) and ``more robust'' (meaning Alice and Bob's protocol can tolerate more noise). This thesis studies this central challenge in two basic contexts: deletion codes and list-decoding. In deletion codes, the noisy channel transmits a subsequence of Alice's encoded message. This setup is motivated by applications such as DNA storage, magnetic recording, and internet transmission. Though deletion codes is an old topic, our understanding was poor compared to other errors like substitutions and erasures, and many basic questions remained open until recently. We contribute to this recent progress, answering one extremely basic question: can positive rate binary codes correct a worst-case deletion fraction approaching the natural limit of 1/2? In list decoding, Bob only needs to output a small list of messages containing the correct message. This relaxation allows Alice and Bob to tolerate more noise (approximately twice as much). For this reason (and others), list-decoding finds various applications such as group testing, compressed sensing, algorithm design, pseudorandomness, complexity, and cryptography. Most applications require explicit list-decodable codes, but our best list-decodable codes are often nonexplicit random codes. Towards finding optimal explicit list-decodable codes, we show stronger list decoding results for more-structured ensembles of codes, such as random linear codes and random Reed Solomon codes.

Error-Correction Coding and Decoding

Error-Correction Coding and Decoding
Author: Martin Tomlinson
Publisher: Springer
Total Pages: 527
Release: 2017-02-21
Genre: Technology & Engineering
ISBN: 3319511033

Download Error-Correction Coding and Decoding Book in PDF, Epub and Kindle

This book discusses both the theory and practical applications of self-correcting data, commonly known as error-correcting codes. The applications included demonstrate the importance of these codes in a wide range of everyday technologies, from smartphones to secure communications and transactions. Written in a readily understandable style, the book presents the authors’ twenty-five years of research organized into five parts: Part I is concerned with the theoretical performance attainable by using error correcting codes to achieve communications efficiency in digital communications systems. Part II explores the construction of error-correcting codes and explains the different families of codes and how they are designed. Techniques are described for producing the very best codes. Part III addresses the analysis of low-density parity-check (LDPC) codes, primarily to calculate their stopping sets and low-weight codeword spectrum which determines the performance of th ese codes. Part IV deals with decoders designed to realize optimum performance. Part V describes applications which include combined error correction and detection, public key cryptography using Goppa codes, correcting errors in passwords and watermarking. This book is a valuable resource for anyone interested in error-correcting codes and their applications, ranging from non-experts to professionals at the forefront of research in their field. This book is open access under a CC BY 4.0 license.

Error-Correcting Linear Codes

Error-Correcting Linear Codes
Author: Anton Betten
Publisher: Springer Science & Business Media
Total Pages: 819
Release: 2006-09-21
Genre: Mathematics
ISBN: 3540317031

Download Error-Correcting Linear Codes Book in PDF, Epub and Kindle

This text offers an introduction to error-correcting linear codes for researchers and graduate students in mathematics, computer science and engineering. The book differs from other standard texts in its emphasis on the classification of codes by means of isometry classes. The relevant algebraic are developed rigorously. Cyclic codes are discussed in great detail. In the last four chapters these isometry classes are enumerated, and representatives are constructed algorithmically.

The Art of Error Correcting Coding

The Art of Error Correcting Coding
Author: Robert H. Morelos-Zaragoza
Publisher: John Wiley & Sons
Total Pages: 278
Release: 2006-07-11
Genre: Technology & Engineering
ISBN: 0470035692

Download The Art of Error Correcting Coding Book in PDF, Epub and Kindle

Building on the success of the first edition, which offered a practical introductory approach to the techniques of error concealment, this book, now fully revised and updated, provides a comprehensive treatment of the subject and includes a wealth of additional features. The Art of Error Correcting Coding, Second Edition explores intermediate and advanced level concepts as well as those which will appeal to the novice. All key topics are discussed, including Reed-Solomon codes, Viterbi decoding, soft-output decoding algorithms, MAP, log-MAP and MAX-log-MAP. Reliability-based algorithms GMD and Chase are examined, as are turbo codes, both serially and parallel concatenated, as well as low-density parity-check (LDPC) codes and their iterative decoders. Features additional problems at the end of each chapter and an instructor’s solutions manual Updated companion website offers new C/C ++programs and MATLAB scripts, to help with the understanding and implementation of basic ECC techniques Easy to follow examples illustrate the fundamental concepts of error correcting codes Basic analysis tools are provided throughout to help in the assessment of the error performance block and convolutional codes of a particular error correcting coding (ECC) scheme for a selection of the basic channel models This edition provides an essential resource to engineers, computer scientists and graduate students alike for understanding and applying ECC techniques in the transmission and storage of digital information.