Книги по Computer Science

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Multi-Carrier Digital Communications

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Name: Multi-Carrier Digital Communications: Theory and Applications of OFDM (2nd ed)
Series: Information Technology: Transmission, Processing and Storage
Volume package:
Author: Ahmad R. S. Bahai, Burton R. Saltzberg, Mustafa Ergen
Publisher: Springer
Year: 2004
Volume: XXII
Pages: 418
Illustrations: 192
ISBN: 978-0-387-22575-3
Language: English
Filetype: Adobe PDF
Filesize: 10.9 Mb

Written for: Professionals and academic researchers in the field of communication technology, developers of wireless and wireline communication systems, graduate engineering students.

Keywords:

Multi-Carrier Digital Communications

Theory and Applications of OFDM, Second Edition

Multi-carrier modulation, Orthogonal Frequency Division Multiplexing (OFDM) particularly, has been successfully applied to a wide variety of digital communications applications over the past several years. OFDM has been chosen as the physical layer standard for a variety of important systems and its implementation techniques continue to evolve rapidly. This book is a valuable summary of the technology, providing an understanding of new advances as well as the present core technology.

A unified presentation of OFDM performance and implementation over a wide variety of channels, including both wireline and wireless systems, is made. This will prove valuable both to developers of such systems and to researchers and graduate students involved in analysis of digital communications.

In the interest of brevity, the authors have minimized treatment of more general communication issues. There exist many excellent texts on communication theory and technology. Only brief summaries of topics not specific to multi-carrier modulation are presented in this book where essential. As a background, it is assumed that the reader has a clear knowledge of basic fundamentals of digital communications.

Highlights of the Second Edition

During the past few years since the publication of the first edition of this text, the technology and application of OFDM have continued their rapid pace of advancement. As a result, it became clear that a new edition of the text would be highly desirable. The new edition provides the opportunity to make those corrections and clarifications whose need became apparent from continued discussions with many readers. However, the main purpose is to introduce new topics that have come to the forefront during the past few years, and to amplify the treatment of other subject matter.

Because of the particularly rapid development of wireless systems employing OFDM, the authors introduced a section early in the text on wireless channel fundamentals. They have extended and modified their analysis of the effects of clipping, including new simulation results. A section of channel estimation has been added to the chapter on equalization. The chapter on local area networks has been greatly expanded to include the latest technology and applications. Three totally new chapters are added, on OFDM multiple access technology, on ultra wideband technology, and on WiMAX (IEEE 802.16).

Organization of This Book

The authors begin with a historical overview of multi-carrier communications, wherein its advantages for transmission over highly dispersive channels have long been recog-nized, particularly before the development of equalization techniques. They then focus on the bandwidth efficient technology of OFDM, in particular the digital signal processing techniques that have made the modulation format practical. Several chapters describe and analyze the sub-systems of an OFDM implementation, such as clipping, synchronization channel estimation, equalization, and coding. Analysis of performance over channels with various impairments is presented.

The book continues with descriptions of three very important and diverse applications of OFDM that have been standardized and are now being deployed. ADSL provides access to digital services at several Mbps over the ordinary wire-pair connection between customers and the local telephone company central office. Digital broadcasting enables the radio reception of high-quality digitized sound and video. A unique configuration that is enabled by OFDM is the simultaneous transmission of identical signals by geographically dispersed transmitters. And, the new development of wireless LANs for multi-Mbps communications is presented in detail. Each of these successful applications required the development of new fundamental technology.

Finally, the book concludes with describing the OFDM based multiple access techniques, ultra wideband technology and WiMAX.

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Neural Networks in a Softcomputing Framework

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Name: Neural Networks in a Softcomputing Framework
Series:
Volume package:
Author: K.-L. Du and M.N.S. Swamy
Publisher: Springer
Year: 2006
Volume: L
Pages: 566
Illustrations: 116
ISBN: 978-1-84628-302-4
Language: English
Filetype: Adobe PDF
Filesize: 6.15 Mb

Written for: Advanced undergraduate students, postgraduate students, researchers.

Keywords: Evolutionary Computation, Fuzzy Systems, Neural Networks, Optimization, Pattern Recognition, Signal Processing

Conventional model-based data processing methods are computationally expensive and require experts’ knowledge for the modelling of a system; neural networks provide a model-free, adaptive, parallel-processing solution. Neural Networks in a Softcomputing Framework presents a thorough review of the most popular neural-network methods and their associated techniques.

This concise but comprehensive textbook provides a powerful and universal paradigm for information processing. Each chapter provides state-of-the-art descriptions of the important major research results of the respective neural-network methods. A range of relevant computational intelligence topics, such as fuzzy logic and evolutionary algorithms, are introduced. These are powerful tools for neural-network learning. Array signal processing problems are discussed in order to illustrate the applications of each neural-network model.

Neural Networks in a Softcomputing Framework is an ideal textbook for graduate students and researchers in this field because in addition to grasping the fundamentals, they can discover the most recent advances in each of the popular models. The systematic survey of each neural-network model and the exhaustive list of references will enable researchers and students to find suitable topics for future research. The important algorithms outlined also make this textbook a valuable reference for scientists and practitioners working in pattern recognition, signal processing, speech and image processing, data analysis and artificial intelligence.

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MOCKuT

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Remote Sensing Digital Image Analysis

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Name: Remote Sensing Digital Image Analysis: An Introduction (4th ed.)
Series:
Volume package:
Author: John A. Richards · Xiuping Jia
Publisher: Springer
Year: 2006
Volume: XXV
Pages: 439
Illustrations: 211
ISBN: 978-3-540-25128-6
Language: English
Filetype: Adobe PDF
Filesize: 8.32 Mb

Written for: Researchers in environmental sciences, graduate students.

Keywords: Digital Image Analysis, Digitale Bildverarbeitung, Fernerkundung
Remote Sensing

Remote Sensing Digital Image Analysis provides the non-specialist with an introduction to quantitative evaluation of satellite and aircraft derived remotely retrieved data. Each chapter covers the pros and cons of digital remotely sensed data, without detailed mathematical treatment of computer based algorithms, but in a manner conductive to an understanding of their capabilities and limitations. Problems conclude each chapter. This fourth edition has been developed to reflect the changes that have occurred in this area over the past several years. Its focus is on those procedures that seem now to have become part of the set of tools regularly used to perform thematic mapping. As with previous revisions, the fundamental material has been preserved in its original form because of its tutorial value; its style has been revised in places and it has been supplemented if newer aspects have emerged in the time since the third edition appeared. It still meets, however, the needs of the senior student and practitioner.

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