Information theory : 50 years of discovery / edited by Sergio Verd�u, Steven W. McLaughlin ; IEEE Information Theory Society, sponsor.
Contributor(s): Verd�u, Sergio | McLaughlin, Steven W | John Wiley & Sons [publisher.] | IEEE Information Theory Society | IEEE Xplore (Online service) [distributor.].
Material type:
BookPublisher: New York : IEEE Press, c2000Distributor: [Piscataqay, New Jersey] : IEEE Xplore, [1999]Description: 1 PDF (x, 758 pages) : illustrations.Content type: text Media type: electronic Carrier type: online resourceISBN: 9780470544907.Subject(s): Information theory | Additives | Approximation methods | Artificial neural networks | Bandwidth | Binary phase shift keying | Biographies | Books | Channel capacity | Channel coding | Channel models | Classification algorithms | Communication networks | Complexity theory | Compounds | Computational modeling | Computer science | Context | Convergence | Data compression | Data mining | Data models | Decoding | Delay | Digital magnetic recording | Distortion measurement | Doppler effect | Encoding | Entropy | Error probability | Estimation | Extraterrestrial measurements | Fading | Finite element methods | Gain | Galois fields | Gaussian channels | Generators | Geometry | Graph theory | Harmonic analysis | Hilbert space | History | Image coding | Imaging | Indexes | Information theory | Jamming | Joints | Linear code | Linear programming | Logic gates | Markov processes | Markov random fields | Matched filters | Mathematical model | Matrices | Maximum likelihood decoding | Maximum likelihood estimation | Measurement | Modulation | Multiaccess communication | Multipath channels | Nearest neighbor searches | Noise | Parameter estimation | Pattern classification | Pattern matching | Phase change materials | Polynomials | Prediction theory | Probabilistic logic | Probability distribution | Protocols | Quantization | Quantum computing | Quantum entanglement | Radar | Random processes | Random variables | Rate-distortion | Receivers | Redundancy | Reed-Solomon codes | Saturation magnetization | Signal detection | Source coding | Stochastic processes | Support vector machine classification | Testing | Time frequency analysis | Training | Training data | Transform coding | Transforms | Transmitters | Upper bound | Vectors | White noise | WireGenre/Form: Electronic books.Additional physical formats: Print version:: No titleDDC classification: 003/.54 Online resources: Abstract with links to resource Also available in print.Includes bibliographical references and indexes.
Preface (S. McLaughlin). Guest Editorial (S. Verdu). PAPERS. On the Role of Pattern Matching in Information Theory (A. Wyner, et al.). Fifty Years of Shannon Theory (S. Verdu). The Interactions Between Ergodic Theory and Information Theory (P. Shields). Information-Theoretic Image Formation (J. O'Sullivan, et al.). Universal Prediction (N. Merhav & M. Feder). Reliable Communication Under Channel Uncertainty (A. Lapidoth & P. Narayan). Learning Pattern Classification -- A Survey (S. Kulkarni, et al.). Zero-Error Information Theory (J. Korner & A. Orlitsky). Detection of Stochastic Processes (T. Kailath & H. Poor). Codes for Digital Recorders (K. Immink, et al.). Statistical Inference Under Multiterminal Data Compression (T. Han & S. Amari). Quantization (R. Gray & D. Neuhoff). Modulation and Coding for Linear Gaussian Channels (G. Forney & G. Ungerboeck). Information Theory and Communication Networks: An Unconsummated Union (A. Ephremides & B. Hajek). Data Compression and Harmonic Analysis (D. Donoho, et al.). Association Schemes and Coding Theory (P. Delsarte & V. Levenshtein). The Method of Types (I. Csiszar). Comments on Broadcast Channels (T. Cover). Applications of Error-Control Coding (D. Costello, et al.). The Art of Signaling: Firty Years of Coding Theory (A. Calderbank). Algebraic-Geometry Codes (I. Blake, et al.). Fading Channels: Information-Theoretic and Communications Aspects (E. Biglieri, et al). Lossy Source Coding (T. Berger & J. Gibson). Quantum Information Theory (C. Bennett & P. Shor). The Minimum Description Length Principle in Coding and Modeling (A. Barron, et al.). Author Index. Subject Index. Contributors.
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"In 1948 Claude Shannon published the paper that single-handedly started the field of information theory, ""The Mathematical Theory of Communication."" This groundbreaking paper laid the foundation for virtually all aspects of modern-day communications. Now INFORMATION THEORY celebrates the discovery of this dynamic field with a major collection of 25 tutorial articles spanning the last 50 years. With over 3,000 references, this book is an ideal resource for industry researchers, practicing engineers, and graduate students in communications, signal processing, and computing. Compiled by the editors of the IEEE Transactions on Information Theory, these articles have been written by leaders in the field, providing insightful introductions and useful summaries of 50 years of work on the theory and practice of * Data compression * Error correction * Modulation and coding * Detection and estimation * Shannon theory * Signal processing. INFORMATION THEORY comes complete with a CD-ROM that includes the author, subject, and transaction indexes of the IEEE Transactions in Information Theory Digital Library. The CD-ROM also includes a complete listing of, and hyperlinks to, all papers from IEEE Transactions on Information Theory since its inception in 1953." Sponsored by: IEEE Information Theory Society.
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