Non Binary Error Control Coding For Wireless Communication And Data Storage

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Non-Binary Error Control Coding for Wireless Communication and Data Storage

Author : Rolando Antonio Carrasco
Publisher : John Wiley & Sons
ISBN 13 : 047074040X
Total Pages : 322 pages
Book Rating : 4.4/5 (77 download)

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Book Synopsis Non-Binary Error Control Coding for Wireless Communication and Data Storage by : Rolando Antonio Carrasco

Download or read book Non-Binary Error Control Coding for Wireless Communication and Data Storage written by Rolando Antonio Carrasco and published by John Wiley & Sons. This book was released on 2008-11-20 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: Comprehensive introduction to non-binary error-correction coding techniques Non-Binary Error Control Coding for Wireless Communication and Data Storage explores non-binary coding schemes that have been developed to provide an alternative to the Reed – Solomon codes, which are expected to become unsuitable for use in future data storage and communication devices as the demand for higher data rates increases. This book will look at the other significant non-binary coding schemes, including non-binary block and ring trellis-coded modulation (TCM) codes that perform well in fading conditions without any expansion in bandwidth use, and algebraic-geometric codes which are an extension of Reed-Solomon codes but with better parameters. Key Features: Comprehensive and self-contained reference to non-binary error control coding starting from binary codes and progressing up to the latest non-binary codes Explains the design and construction of good non-binary codes with descriptions of efficient non-binary decoding algorithms with applications for wireless communication and high-density data storage Discusses the application to specific cellular and wireless channels, and also magnetic storage channels that model the reading of data from the magnetic disc of a hard drive. Includes detailed worked examples for each coding scheme to supplement the concepts described in this book Focuses on the encoding, decoding and performance of both block and convolutional non-binary codes, and covers the Kötter-Vardy algorithm and Non-binary LDPC codes This book will be an excellent reference for researchers in the wireless communication and data storage communities, as well as development/research engineers in telecoms and storage companies. Postgraduate students in these fields will also find this book of interest.

Error Control Systems for Digital Communication and Storage

Author : Stephen B. Wicker
Publisher :
ISBN 13 :
Total Pages : 536 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Error Control Systems for Digital Communication and Storage by : Stephen B. Wicker

Download or read book Error Control Systems for Digital Communication and Storage written by Stephen B. Wicker and published by . This book was released on 1995 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: For introductory graduate courses in coding for telecommunications engineering, digital communications. This introductory text on error control coding focuses on key implementation issues and performance analysis with applications valuable to both mathematicians and engineers.

Forward Error Correction Based On Algebraic-Geometric Theory

Author : Jafar A. Alzubi
Publisher : Springer
ISBN 13 : 3319082930
Total Pages : 77 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Forward Error Correction Based On Algebraic-Geometric Theory by : Jafar A. Alzubi

Download or read book Forward Error Correction Based On Algebraic-Geometric Theory written by Jafar A. Alzubi and published by Springer. This book was released on 2014-06-12 with total page 77 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the design, construction, and implementation of algebraic-geometric codes from Hermitian curves. Matlab simulations of algebraic-geometric codes and Reed-Solomon codes compare their bit error rate using different modulation schemes over additive white Gaussian noise channel model. Simulation results of Algebraic-geometric codes bit error rate performance using quadrature amplitude modulation (16QAM and 64QAM) are presented for the first time and shown to outperform Reed-Solomon codes at various code rates and channel models. The book proposes algebraic-geometric block turbo codes. It also presents simulation results that show an improved bit error rate performance at the cost of high system complexity due to using algebraic-geometric codes and Chase-Pyndiah’s algorithm simultaneously. The book proposes algebraic-geometric irregular block turbo codes (AG-IBTC) to reduce system complexity. Simulation results for AG-IBTCs are presented for the first time.

Turbo Coding, Turbo Equalisation and Space-Time Coding

Author : Lajos Hanzo
Publisher : John Wiley & Sons
ISBN 13 : 0470978333
Total Pages : 839 pages
Book Rating : 4.4/5 (79 download)

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Book Synopsis Turbo Coding, Turbo Equalisation and Space-Time Coding by : Lajos Hanzo

Download or read book Turbo Coding, Turbo Equalisation and Space-Time Coding written by Lajos Hanzo and published by John Wiley & Sons. This book was released on 2011-05-03 with total page 839 pages. Available in PDF, EPUB and Kindle. Book excerpt: Covering the full range of channel codes from the most conventional through to the most advanced, the second edition of Turbo Coding, Turbo Equalisation and Space-Time Coding is a self-contained reference on channel coding for wireless channels. The book commences with a historical perspective on the topic, which leads to two basic component codes, convolutional and block codes. It then moves on to turbo codes which exploit iterative decoding by using algorithms, such as the Maximum-A-Posteriori (MAP), Log-MAP and Soft Output Viterbi Algorithm (SOVA), comparing their performance. It also compares Trellis Coded Modulation (TCM), Turbo Trellis Coded Modulation (TTCM), Bit-Interleaved Coded Modulation (BICM) and Iterative BICM (BICM-ID) under various channel conditions. The horizon of the content is then extended to incorporate topics which have found their way into diverse standard systems. These include space-time block and trellis codes, as well as other Multiple-Input Multiple-Output (MIMO) schemes and near-instantaneously Adaptive Quadrature Amplitude Modulation (AQAM). The book also elaborates on turbo equalisation by providing a detailed portrayal of recent advances in partial response modulation schemes using diverse channel codes. A radically new aspect for this second edition is the discussion of multi-level coding and sphere-packing schemes, Extrinsic Information Transfer (EXIT) charts, as well as an introduction to the family of Generalized Low Density Parity Check codes. This new edition includes recent advances in near-capacity turbo-transceivers as well as new sections on multi-level coding schemes and of Generalized Low Density Parity Check codes Comparatively studies diverse channel coded and turbo detected systems to give all-inclusive information for researchers, engineers and students Details EXIT-chart based irregular transceiver designs Uses rich performance comparisons as well as diverse near-capacity design examples

Internet of Nano-Things and Wireless Body Area Networks (WBAN)

Author : Fadi Al-Turjman
Publisher : CRC Press
ISBN 13 : 0429516851
Total Pages : 299 pages
Book Rating : 4.4/5 (295 download)

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Book Synopsis Internet of Nano-Things and Wireless Body Area Networks (WBAN) by : Fadi Al-Turjman

Download or read book Internet of Nano-Things and Wireless Body Area Networks (WBAN) written by Fadi Al-Turjman and published by CRC Press. This book was released on 2019-05-13 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Internet of Nano-Things (IoNT) is a system of nano-connected devices, objects, or organisms that have unique identifiers to transfer data over a computer or cellular network wirelessly to the Cloud. Data delivery, caching, and energy consumption are among the most significant topics in the IoNT nowadays. The book addresses data routing and energy consumption challenges and proposes nano-sensing platforms in critical Wireless Body Area Networks (WBAN). This book covers both design and implementation aspects of data delivery models and strategies in a smart application enabled by the WBAN. It focuses on smart data delivery approaches and energy savings aspects in a reliable IoNT systems.

High-Performance and Energy-Efficient Decoder Design for Non-Binary LDPC Codes

Author : Yuta Toriyama
Publisher :
ISBN 13 :
Total Pages : 133 pages
Book Rating : 4.:/5 (14 download)

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Book Synopsis High-Performance and Energy-Efficient Decoder Design for Non-Binary LDPC Codes by : Yuta Toriyama

Download or read book High-Performance and Energy-Efficient Decoder Design for Non-Binary LDPC Codes written by Yuta Toriyama and published by . This book was released on 2016 with total page 133 pages. Available in PDF, EPUB and Kindle. Book excerpt: Binary Low-Density Parity-Check (LDPC) codes are a type of error correction code known to exhibit excellent error-correcting capabilities, and have increasingly been applied as the forward error correction solution in a multitude of systems and standards, such as wireless communications, wireline communications, and data storage systems. In the pursuit of codes with even higher coding gain, non-binary LDPC (NB-LDPC) codes defined over a Galois field of order q have risen as a strong replacement candidate. For codes defined with similar rate and length, NB-LDPC codes exhibit a significant coding gain improvement relative to that of their binary counterparts. Unfortunately, NB-LDPC codes are currently limited from practical application by the immense complexity of their decoding algorithms, because the improved error-rate performance of higher field orders comes at the cost of increasing decoding algorithm complexity. Currently available ASIC implementation solutions for NB-LDPC code decoders are simultaneously low in throughput and power-hungry, leading to a low energy efficiency. We propose several techniques at the algorithm level as well as hardware architecture level in an attempt to bring NB-LDPC codes closer to practical deployment. On the algorithm side, we propose several algorithmic modifications and analyze the corresponding hardware cost alleviation as well as impact on coding gain. We also study the quantization scheme for NB-LDPC decoders, again in the context of both the hardware and coding gain impacts, and we propose a technique that enables a good tradeoff in this space. On the hardware side, we develop a FPGA-based NB-LDPC decoder platform for architecture prototyping as well as hardware acceleration of code evaluation via error rate simulations. We also discuss the architectural techniques and innovations corresponding to our proposed algorithm for optimization of the implementation. Finally, a proof-of-concept ASIC chip is realized that integrates many of the proposed techniques. We are able to achieve a 3.7x improvement in the information throughput and 23.8x improvement in the energy efficiency over prior state-of-the-art, without sacrificing the strong error correcting capabilities of the NB-LDPC code.

Error Control Coding for B3G/4G Wireless Systems

Author : Thierry Lestable
Publisher : John Wiley & Sons
ISBN 13 : 0470977590
Total Pages : 263 pages
Book Rating : 4.4/5 (79 download)

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Book Synopsis Error Control Coding for B3G/4G Wireless Systems by : Thierry Lestable

Download or read book Error Control Coding for B3G/4G Wireless Systems written by Thierry Lestable and published by John Wiley & Sons. This book was released on 2011-03-10 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: Covering the fast evolving area of advanced coding, Error Control Coding for B3G/4G Wireless Systems targets IMT-Advanced systems to present the latest findings and implementation solutions. The book begins by detailing the fundamentals of advanced coding techniques such as Coding, Decoding, Design, and Optimization. It provides not only state-of-the-art research findings in 3D Turbo-codes, non-binary LDPC Codes, Fountain, and Raptor codes, but also insights into their real-world implementation by examining hardware architecture solutions, for example VLSI complexity, FPGA, and ASIC. Furthermore, special attention is paid to Incremental redundancy techniques, which constitute a key feature of Wireless Systems. A promising application of these advanced coding techniques, the Turbo-principle (also known as iterative processing), is illustrated through an in-depth discussion of Turbo-MIMO, Turbo-Equalization, and Turbo-Interleaving techniques. Finally, the book presents the status of major standardization activities currently implementing such techniques, with special interest in 3GPP UMTS, LTE, WiMAX, IEEE 802.11n, DVB-RCS, DVB-S2, and IEEE 802.22. As a result, the book coherently brings together academic and industry vision by providing readers with a uniquely comprehensive view of the whole topic, whilst also giving an understanding of leading-edge techniques. Includes detailed coverage of coding, decoding, design, and optimization approaches for advanced codes Provides up to date research findings from both highly reputed academics and industry standpoints Presents the latest status of standardization activities for Wireless Systems related to advanced coding Describes real-world implementation aspects by giving insights into architecture solutions for both LDPC and Turbo-codes Examines the most advanced and promising concepts of turbo-processing applications: Turbo-MIMO, Turbo-Equalization, Turbo-Interleaving

Advances in Communication, Network, and Computing

Author : Vinu V Das
Publisher : Springer
ISBN 13 : 364235615X
Total Pages : 471 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Advances in Communication, Network, and Computing by : Vinu V Das

Download or read book Advances in Communication, Network, and Computing written by Vinu V Das and published by Springer. This book was released on 2012-11-28 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed proceedings of the Third International Conference on Advances in Communication, Network, and Computing, CNC 2012, held in Chennai, India, February 24-25, 2012. The 41 revised full papers presented together with 29 short papers and 14 poster papers were carefully selected and reviewed from 425 submissions. The papers cover a wide spectrum of issues in the field of Information Technology, Networks, Computational Engineering, Computer and Telecommunication Technology, ranging from theoretical and methodological issues to advanced applications.

Error-Control Coding for Data Networks

Author : Irving S. Reed
Publisher : Springer Science & Business Media
ISBN 13 : 146155005X
Total Pages : 554 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Error-Control Coding for Data Networks by : Irving S. Reed

Download or read book Error-Control Coding for Data Networks written by Irving S. Reed and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 554 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of Error-Control Coding for Data Networks is to provide an accessible and comprehensive overview of the fundamental techniques and practical applications of the error-control coding needed by students and engineers. An additional purpose of the book is to acquaint the reader with the analytical techniques used to design an error-control coding system for many new applications in data networks. Error~control coding is a field in which elegant theory was motivated by practical problems so that it often leads to important useful advances. Claude Shannon in 1948 proved the existence of error-control codes that, under suitable conditions and at rates less than channel capacity, would transmit error-free information for all practical applications. The first practical binary codes were introduced by Richard Hamming and Marcel Golay from which the drama and excitement have infused researchers and engineers in digital communication and error-control coding for more than fifty years. Nowadays, error-control codes are being used in almost all modem digital electronic systems and data networks. Not only is coding equipment being implemented to increase the energy and bandwidth efficiency of communication systems, but coding also provides innovative solutions to many related data-networking problems.

Essentials of Error-Control Coding

Author : Jorge Castiñeira Moreira
Publisher : John Wiley & Sons
ISBN 13 : 0470035714
Total Pages : 388 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Essentials of Error-Control Coding by : Jorge Castiñeira Moreira

Download or read book Essentials of Error-Control Coding written by Jorge Castiñeira Moreira and published by John Wiley & Sons. This book was released on 2006-08-04 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rapid advances in electronic and optical technology have enabled the implementation of powerful error-control codes, which are now used in almost the entire range of information systems with close to optimal performance. These codes and decoding methods are required for the detection and correction of the errors and erasures which inevitably occur in digital information during transmission, storage and processing because of noise, interference and other imperfections. Error-control coding is a complex, novel and unfamiliar area, not yet widely understood and appreciated. This book sets out to provide a clear description of the essentials of the subject, with comprehensive and up-to-date coverage of the most useful codes and their decoding algorithms. A practical engineering and information technology emphasis, as well as relevant background material and fundamental theoretical aspects, provides an in-depth guide to the essentials of Error-Control Coding. Provides extensive and detailed coverage of Block, Cyclic, BCH, Reed-Solomon, Convolutional, Turbo, and Low Density Parity Check (LDPC) codes, together with relevant aspects of Information Theory EXIT chart performance analysis for iteratively decoded error-control techniques Heavily illustrated with tables, diagrams, graphs, worked examples, and exercises Invaluable companion website features slides of figures, algorithm software, updates and solutions to problems Offering a complete overview of Error Control Coding, this book is an indispensable resource for students, engineers and researchers in the areas of telecommunications engineering, communication networks, electronic engineering, computer science, information systems and technology, digital signal processing and applied mathematics.

Error Control Coding

Author : Peter Sweeney
Publisher : John Wiley & Sons
ISBN 13 :
Total Pages : 264 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Error Control Coding by : Peter Sweeney

Download or read book Error Control Coding written by Peter Sweeney and published by John Wiley & Sons. This book was released on 2002-04-29 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: Error-controlled coding techniques are used to detect and/or correct errors that occur in the message transmission in a digital communications system. Wireless personal channels used by mobile communications systems and storage systems for digital multimedia data all require the implementation of error control coding methods. Demonstrating the role of coding in communication and data storage system design, this text illustrates the correct use of codes and the selection of the right code parameters. Relevant decoding techniques and their implementation are discussed in detail. Providing communication systems engineers and students with guidance in the application of error-control coding, this book emphasizes the fundamental concepts of coding theory while minimising the use of mathematical tools. * Reader-friendly approach ti coding in communication systems providing examples of encoding and decoding, information theory and criteria for code selection * Thorogh descriptions of relevant application, including telephony on satellite links, GSM, UMTS and multimedia standards, CD, DVD and MPEG * Provides coverage of the fundamentals of coding and the applications of codes to the design of real error control systems * End of chapter problems to test and develop understanding

Error-Correction Coding for Digital Communications

Author : George C. Clark Jr.
Publisher : Springer Science & Business Media
ISBN 13 : 1489921745
Total Pages : 432 pages
Book Rating : 4.4/5 (899 download)

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Book Synopsis Error-Correction Coding for Digital Communications by : George C. Clark Jr.

Download or read book Error-Correction Coding for Digital Communications written by George C. Clark Jr. and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Error-correction coding is being used on an almost routine basis in most new communication systems. Not only is coding equipment being used to increase the energy efficiency of communication links, but coding ideas are also providing innovative solutions to many related communication problems. Among these are the elimination of intersymbol interference caused by filtering and multipath and the improved demodulation of certain frequency modulated signals by taking advantage of the "natural" coding provided by a continuous phase. Although several books and nu merous articles have been written on coding theory, there are still noticeable deficiencies. First, the practical aspects of translating a specific decoding algorithm into actual hardware have been largely ignored. The information that is available is sketchy and is widely dispersed. Second, the information required to evaluate a particular technique under situations that are en countered in practice is available for the most part only in private company reports. This book is aimed at correcting both of these problems. It is written for the design engineer who must build the coding and decoding equipment and for the communication system engineer who must incorporate this equipment into a system. It is also suitable as a senior-level or first-year graduate text for an introductory one-semester course in coding theory. The book U"Ses a minimum of mathematics and entirely avoids the classical theorem/proof approach that is often seen in coding texts.

Advanced Hardware Design for Error Correcting Codes

Author : Cyrille Chavet
Publisher : Springer
ISBN 13 : 3319105698
Total Pages : 197 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Advanced Hardware Design for Error Correcting Codes by : Cyrille Chavet

Download or read book Advanced Hardware Design for Error Correcting Codes written by Cyrille Chavet and published by Springer. This book was released on 2014-10-30 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides thorough coverage of error correcting techniques. It includes essential basic concepts and the latest advances on key topics in design, implementation, and optimization of hardware/software systems for error correction. The book’s chapters are written by internationally recognized experts in this field. Topics include evolution of error correction techniques, industrial user needs, architectures, and design approaches for the most advanced error correcting codes (Polar Codes, Non-Binary LDPC, Product Codes, etc). This book provides access to recent results, and is suitable for graduate students and researchers of mathematics, computer science, and engineering. • Examines how to optimize the architecture of hardware design for error correcting codes; • Presents error correction codes from theory to optimized architecture for the current and the next generation standards; • Provides coverage of industrial user needs advanced error correcting techniques. Advanced Hardware Design for Error Correcting Codes includes a foreword by Claude Berrou.

Wiley Survey of Instrumentation and Measurement

Author : Stephen A. Dyer
Publisher : John Wiley & Sons
ISBN 13 : 0471221651
Total Pages : 1096 pages
Book Rating : 4.4/5 (712 download)

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Book Synopsis Wiley Survey of Instrumentation and Measurement by : Stephen A. Dyer

Download or read book Wiley Survey of Instrumentation and Measurement written by Stephen A. Dyer and published by John Wiley & Sons. This book was released on 2004-04-07 with total page 1096 pages. Available in PDF, EPUB and Kindle. Book excerpt: In-depth coverage of instrumentation and measurement from the Wiley Encyclopedia of Electrical and Electronics Engineering The Wiley Survey of Instrumentation and Measurement features 97 articles selected from the Wiley Encyclopedia of Electrical and Electronics Engineering, the one truly indispensable reference for electrical engineers. Together, these articles provide authoritative coverage of the important topic of instrumentation and measurement. This collection also, for the first time, makes this information available to those who do not have access to the full 24-volume encyclopedia. The entire encyclopedia is available online-visit www.interscience.wiley.com/EEEE for more details. Articles are grouped under sections devoted to the major topics in instrumentation and measurement, including: * Sensors and transducers * Signal conditioning * General-purpose instrumentation and measurement * Electrical variables * Electromagnetic variables * Mechanical variables * Time, frequency, and phase * Noise and distortion * Power and energy * Instrumentation for chemistry and physics * Interferometers and spectrometers * Microscopy * Data acquisition and recording * Testing methods The articles collected here provide broad coverage of this important subject and make the Wiley Survey of Instrumentation and Measurement a vital resource for researchers and practitioners alike

Trellis and Turbo Coding

Author : Christian B. Schlegel
Publisher : John Wiley & Sons
ISBN 13 : 111910632X
Total Pages : 518 pages
Book Rating : 4.1/5 (191 download)

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Book Synopsis Trellis and Turbo Coding by : Christian B. Schlegel

Download or read book Trellis and Turbo Coding written by Christian B. Schlegel and published by John Wiley & Sons. This book was released on 2015-08-19 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new edition has been extensively revised to reflect the progress in error control coding over the past few years. Over 60% of the material has been completely reworked, and 30% of the material is original. Convolutional, turbo, and low density parity-check (LDPC) coding and polar codes in a unified framework Advanced research-related developments such as spatial coupling A focus on algorithmic and implementation aspects of error control coding

Exploring Error-correction Technology in Source Coding and Quantum Communications

Author : Peiyu Tan
Publisher :
ISBN 13 : 9781109574272
Total Pages : 223 pages
Book Rating : 4.5/5 (742 download)

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Book Synopsis Exploring Error-correction Technology in Source Coding and Quantum Communications by : Peiyu Tan

Download or read book Exploring Error-correction Technology in Source Coding and Quantum Communications written by Peiyu Tan and published by . This book was released on 2010 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: The explosive demand for capacity in wireless and wireline communication systems has promoted tremendous research in error control technologies. The discovery and re-discovery of capacity-achieving error correction codes (ECC) in the last decade has not only revolutionized the coding theory, but also opened up a very pervasive scope of well-proven and emerging practical applications, including, for example, wireless communications, multi-user detection, turbo equalization, digital data storage systems, distributed compression, and quantum error correction. In this dissertation, we study emerging topics on the theory and practice of error correction coding technologies and explore their capabilities beyond their conventional applications.

Error Correction Codes for Non-Volatile Memories

Author : Rino Micheloni
Publisher : Springer Science & Business Media
ISBN 13 : 1402083912
Total Pages : 338 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Error Correction Codes for Non-Volatile Memories by : Rino Micheloni

Download or read book Error Correction Codes for Non-Volatile Memories written by Rino Micheloni and published by Springer Science & Business Media. This book was released on 2008-06-03 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nowadays it is hard to find an electronic device which does not use codes: for example, we listen to music via heavily encoded audio CD's and we watch movies via encoded DVD's. There is at least one area where the use of encoding/decoding is not so developed, yet: Flash non-volatile memories. Flash memory high-density, low power, cost effectiveness, and scalable design make it an ideal choice to fuel the explosion of multimedia products, like USB keys, MP3 players, digital cameras and solid-state disk. In ECC for Non-Volatile Memories the authors expose the basics of coding theory needed to understand the application to memories, as well as the relevant design topics, with reference to both NOR and NAND Flash architectures. A collection of software routines is also included for better understanding. The authors form a research group (now at Qimonda) which is the typical example of a fruitful collaboration between mathematicians and engineers.