Книги по Computer Science

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Name: Communication Systems
Author: MARCELO S. ALENCAR, VALDEMAR C. DA ROCHA JR.
Publisher: Springer
Year: 2005
Volume: XIII
Pages: 416p
Illustrations: 200
ISBN: 0-387-25481-1
Language: English
Filetype: Adobe PDF
Filesize: 57.1 Mb

Written for: Communication engineers and students in communication systems.

Keywords: Cellular Communications, Communication Theory, Fourier Series, Modulation Theory, Random Modulation, Transmission Systems

Communication Systems is as an introductory textbook, presenting Fourier transform, convolution, and definitions of autocorrelation and power spectral density. It also introduces concepts of probability, random variables, and stochastic processes and their applications to the analysis of linear systems.

Innovatively, the text treats the modulation process using stochastic processes as well as covers amplitude modulation, quadrature modulation, angle modulation, mobile cellular systems, propagation channels and more. Quantization and coding of analog signals is also treated, as well as speech coding.

Channel modeling, including channel characteristics and propagation, is covered with an emphasis on simple models. Transmission and reception of modulated carriers is included as well as the required transmitting and receiving equipment. Mobile communication is also covered and considers both analog and digital systems.

The authors provide five appendices which cover topics such as Fourier series and transforms, Hilbert transform, important formulae, and cellular systems including CDMA and GSM standards. Many examples are provided as well as problems at the end of each chapter to allow the reader to practice his acquired knowledge.

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Name: Comprehensive Mathematics for Computer Scientists 1: Sets and Numbers, Graphs and Algebra, Logic and Machines, Linear Geometry (2nd ed.).
Series: Universitext
Volume package: Comprehensive Mathematics for Computer Scientists
Author: Guerino Mazzola • Gérard Milmeister • Jody Weissmann
Publisher: Springer
Year: 2006
Volume: XIV
Pages: 388p
Illustrations: 118
ISBN: 3-540-36873-6
Language: English
Filetype: Adobe PDF
Filesize: 3.67 Mb

Written for: Students in Computer Science.

Keywords: Algebra, Formal Logic, Graphs, Linear Geometry, Mathematics for Computer Scientists, Sets

The two-volume textbook Comprehensive Mathematics for Computer Scientists, of which this is the first volume, is a self-contained comprehensive presentation of mathematics including sets, numbers, graphs, algebra, logic, grammars, machines, linear geometry, calculus, ODEs, and special themes such as neural networks, Fourier theory, wavelets, numerical issues, statistics, categories, and manifolds. The concept framework is streamlined but defining and proving virtually everything. The style implicitly follows the spirit of recent topos-oriented theoretical computer science. Despite the theoretical soundness, the material stresses a large number of core computer science subjects, such as, for example, a discussion of floating point arithmetic, Backus-Naur normal forms, L-systems, Chomsky hierarchies, algorithms for data encoding, e.g., the Reed-Solomon code. The numerous course examples are motivated by computer science and bear a generic scientific meaning.

For the second edition the entire text has been carefully reread, and many examples have been added, as well as illustrations and explications to statements and proofs which were exposed in a too shorthand style. This makes the book more comfortable to handle for instructors as well as for students.

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Computation Engineering

Name: Computation Engineering: Applied Automata Theory and Logic
Series:
Volume package:
Author: Ganesh Gopalakrishnan
Publisher: Springer
Year: 2006
Volume: XXXVI
Pages: 476p
Illustrations:
ISBN: 978-0-387-24418-1
Language: English
Filetype: Adobe PDF
Filesize: 3.94 Mb

Written for: Junior and senior level undergraduate students in Automata Theory, Formal Methods, and related courses; well-suited for broad coverage of applications of automata and logic for Grad classes; desk-reference for practicing formal verification engineers.

Keywords:

Although it is critical in today’s world that students who take automata theory and logic courses retain what they have learned and understand how to use their knowledge, many textbooks typically emphasize automata theory only, not logic, thus losing a valuable opportunity to tie these subjects together and reinforce learning. This textbook uses interactive tools throughout, such as simple BDD and SAT tools. By providing a blend of theory and practical applications the material is presented as both inviting and current. Key concepts are illustrated in multiple domains so that information is reinforced and students can begin to tie theory and logic together.

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Computational Intelligence

Name: Computational Intelligence: Principles, Techniques and Applications
Series:
Volume package:
Author: Amit Konar
Publisher: Springer
Year: 2005
Volume: XXIV
Pages: 708p
Illustrations: 215
ISBN: 978-3-540-20898-3
Language: English
Filetype: Adobe PDF
Filesize: 4.48 Mb (без CD)

Written for: Graduate students in Computational Intelligence, Electrical Engineering, Computer Science.

Keywords: Belief Networks, Computational Intelligence, Fuzzy Logic, Genetic Algorithms, Granular Computing, Neural Networks

Computational Intelligence: Principles, Techniques and Applications presents both theories and applications of computational intelligence in a clear, precise and highly comprehensive style. The textbook addresses the fundamental aspects of fuzzy sets and logic, neural networks, evolutionary computing and belief networks. The application areas include fuzzy databases, fuzzy control, image understanding, expert systems, object recognition, criminal investigation, telecommunication networks, and intelligent robots. The book contains many numerical examples and homework problems with sufficient hints so that the students can solve them on their own. A CD-ROM containing the simulations is supplied with the book, to enable interested readers to develop their own application programs with the supplied C/ C++ toolbox.

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Computer Graphics and Geometric Modelling

Name: Computer Graphics and Geometric Modelling: Implementation & Algorithms
Series:
Volume package: Computer Graphics & Geometric Modelling
Author: Max K. Agoston
Publisher: Springer
Year: 2005
Volume: XX
Pages: 907p
Illustrations: 452
ISBN: 978-1-85233-818-3
Language: English
Filetype: Adobe PDF
Filesize: 7.78 Mb

Written for: Undergraduates, postgraduates, lecturers, industry practitioners, practitioners.

Keywords: CAD, CAGD, Computer Graphics, Geometric Modelling, Mathematics for Computer Graphics

Possibly the most comprehensive overview of computer graphics as seen in the context of geometric modelling, this two volume work covers implementation and theory in a thorough and systematic fashion. Computer Graphics and Geometric Modelling: Implementation and Algorithms, covers the computer graphics part of the field of geometric modelling and includes all the standard computer graphics topics. The first part deals with basic concepts and algorithms and the main steps involved in displaying photorealistic images on a computer. The second part covers curves and surfaces and a number of more advanced geometric modelling topics including intersection algorithms, distance algorithms, polygonizing curves and surfaces, trimmed surfaces, implicit curves and surfaces, offset curves and surfaces, curvature, geodesics, blending etc. The third part touches on some aspects of computational geometry and a few special topics such as interval analysis and finite element methods. The volume includes two companion programs.

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Computer Graphics and Geometric Modelling

Name: Computer Graphics and Geometric Modelling: Mathematics
Series:
Volume package: Computer Graphics & Geometric Modelling
Author: Max K. Agoston
Publisher: Springer
Year: 2005
Volume: XIV
Pages: 959p
Illustrations: 297
ISBN: 978-1-85233-817-6
Language: English
Filetype: Adobe PDF
Filesize: 5.08 Mb

Written for: Undergraduates, postgraduates, lecturers, practitioners.

Keywords: CAD, CAGD, Computer Graphics, Geometric Modelling, Mathematics for Computer Graphics

Possibly the most comprehensive overview of computer graphics as seen in the context of geometric modelling, this two volume work covers implementation and theory in a thorough and systematic fashion. Computer Graphics and Geometric Modelling: Mathematics, contains the mathematical background needed for the geometric modeling topics in computer graphics covered in the first volume. This volume begins with material from linear algebra and a discussion of the transformations in affine & projective geometry, followed by topics from advanced calculus & chapters on general topology, combinatorial topology, algebraic topology, differential topology, differential geometry, and finally algebraic geometry. Two important goals throughout were to explain the material thoroughly, and to make it self-contained. This volume by itself would make a good mathematics reference book, in particular for practitioners in the field of geometric modelling. Due to its broad coverage and emphasis on explanation it could be used as a text for introductory mathematics courses on some of the covered topics, such as topology (general, combinatorial, algebraic, and differential) and geometry (differential & algebraic).

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Designing Virtual Reality Systems

Name: Designing Virtual Reality Systems: The Structured Approach
Series:
Volume package:
Author: Gerard Kim
Publisher: Springer
Year: 2005
Volume: XIV
Pages: 233p
Illustrations: 191
ISBN: 978-1-85233-958-6
Language: English
Filetype: Adobe PDF
Filesize: 5.66 Mb

Written for: MSc and PhD students.

Keywords: 3D Multimodal Interaction, 3D Multimodal Interfaces, Presence
Requirements Engineering, Structured Approach, Virtual Reality

Developing and maintaining a VR system is a very difficult task, requiring in-depth knowledge in many disciplines. The difficulty lies in the complexity of having to simultaneously consider many system goals, some of which are conflicting.

This book is organized so that it follows a spiral development process for each stage, describing the problem and possible solutions for each stage. Much more hands-on than other introductory books, concrete examples and practical solutions to the technical challenges in building a VR system are provided.

Part 1 covers the very basics in building a VR system and explains various technical issues in object modeling and scene organization. Part 2 deals with 3D multimodal interaction, designing for usable and natural interaction and creating realistic object simulation. Primarily written for first level graduates, advanced undergraduates and IT professionals will also find this a valuable guide.

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Embedded Robotics

Name: Embedded Robotics: Mobile Robot Design and Applications with Embedded Systems (2nd ed.)
Series:
Volume package:
Author: Thomas Bräunl
Publisher: Springer
Year: 2006
Volume: XIV
Pages: 458
Illustrations: 233
ISBN: 978-3-540-34318-9
Language: English
Filetype: Adobe PDF
Filesize: 5.51 Mb

Written for: Lecturers, students, researchers.

Keywords: Actuator, Control, Embedded Systems, Intelligent System, Mobile Robot, Sensor

This book presents a unique combination of mobile robots and embedded systems, from introductory to intermediate level. It is structured in three parts, dealing with embedded systems (hardware and software design, actuators, sensors, PID control, multitasking), mobile robot design (driving, balancing, walking, and flying robots), and mobile robot applications (mapping, robot soccer, genetic algorithms, neural networks, behavior-based systems, and simulation). The book is written as a text for courses in computer science, computer engineering, IT, electronic engineering, and mechatronics, as well as a guide for robot hobbyists and researchers.

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Ethical and Social Issues in the Information Age

Name: Ethical and Social Issues in the Information Age (2nd ed.)
Series: Texts in Computer Science
Volume package:
Author: Joseph M. Kizza
Publisher: Springer
Year: 2003
Volume: XXII
Pages: 374
Illustrations: 8
ISBN: 978-0-387-95421-9
Language: English
Filetype: Adobe PDF
Filesize: 1.68 Mb

Written for: Undergraduate and advanced students in CS and IT departments.

Keywords:

Rapid advances in computing and information science often outpace society's ability to adapt its moral and legal codes. Different computing paradigms applied to the same ethical issues can often lead to conflicting confusions. This second edition examines ethical, social, and policy challenges stemming from the emergence of cyberspace, the convergence of telecommunications, and other information handling products. The book broadly surveys thought-provoking questions about the impact of these new technologies, with particular emphasis on the growth of the Internet, artificial intelligence, cyberspace, and virtual reality.
Topics and features:
* Describes how changes in information technology influence morality and the law
* Surveys the history of computing and the recent evolution of computer crimes
* Incorporates recent requirements for computer science curricula
* Assess workplace concerns related to privacy, surveillance, and virtual offices
* Contains numerous discussion and research projects on all presented material
* Considers what should be covered in a professional code of conduct of IT professionals
* Offers a pertinent discussion on civil liberties, harassment, and discrimination.

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Fundamentals of Computer Organization and Design

Name: Fundamentals of Computer Organization and Design
Series: Texts in Computer Science
Volume package:
Author: Sivarama P. Dandamudi
Publisher: Springer
Year: 2003
Volume: XXVIII
Pages: 1060
Illustrations: 197
ISBN: 978-0-387-95211-6
Language: English
Filetype: Adobe PDF
Filesize: 3.97 Mb

Written for: Advanced students, practitioners.

Keywords:

This advanced textbook provides a comprehensive survey of hardware and software architectural principles and methods of computer systems organization and design. It covers both CISC and RISC processors in detail, presenting Pentium, PowerPC, MIPS, SPARC and Itanium. In addition, assembly language programming for both CISC (Pentium) and RISC (MIPS) processors is covered in detail. Numerous assembly language code examples are included to give hands-on experience to students. These examples are not code fragments, but completely working programs that the students can run when they download the free assemblers.

Topics and features:
* Detailed discussion of digital logic and memory design
* Concepts are related to practical designs and implementations
* Presentation of material is suitable for self-study
* Extensive examples and figures are used to help students grasp the concepts
* Large number of end-of-chapter exercises will reinforce the concepts discussed in the chapter
* Free assembler information for students to download from book website
* Each chapter begins with an overview and ends with a summary.

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Information Systems Reengineering and Integration

Name: Information Systems Reengineering and Integration (2nd ed)
Series:
Volume package:
Author: Joseph Fong
Publisher: Springer
Year: 2006
Volume: XIV
Pages: 368
Illustrations:
ISBN: 978-1-84628-382-6
Language: English
Filetype: Adobe PDF
Filesize: 3.47 Mb

Written for: Undergraduates/graduates of Information Systems and Knowledge Engineering.

Keywords:

The strategic importance of information systems is now widely accepted, and over the last three decades these systems have received considerable investment. Systems have evolved from file systems, through database systems, to the emergence of Management Information Systems (MIS) and – more recently – Executive Information Systems (EIS). With the advent of each new form of the technology there has been a need to redesign and re-implement existing systems. Hence the dramatic increase in the amount of resources put into the area of reengineering.

Reengineering involves the re-design of an existing Information System, whilst utilising as much of the existing system as possible. This text takes a practical approach to re-engineering existing systems and looks at data integration, and focuses on proven methods and tools for:

* the conversion of hierarchical or network database systems into relational database technology, or from relational to object-oriented and XML databases
* the integration of database systems and expert systems to produce MIS and EIS systems

Taking a very practical approach, the book describes in detail database conversion techniques, reverse engineering and forward engineering, and re-engineering methodology for information systems, offering a systematic software engineering approach for reusing existing database systems built with "old" technology, Many examples, illustrations and case studies are used, making the methodology easy to follow, and a CD is included containing solutions to problems.

This book is used for a text book of undergraduate and first year graduate students, and also for a reference book of computer professionals.

An Instructor's Guide is available on web site: www.springer.com for lecturers, and a help desk for using the CDROM is available on web site: www.udw.com.hk/helpdesk.

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Information Visualization

Name: Information Visualization: Beyond the Horizon (2nd ed)
Series:
Volume package:
Author: Chaomei Chen
Publisher: Springer
Year: 2004
Volume: XVI
Pages: 320
Illustrations:
ISBN: 978-1-84628-340-6
Language: English
Filetype: Adobe PDF
Filesize: 13.8 Mb

Written for: Postgraduates, advanced undergraduates.

Keywords: HCI, VRML, Visualization, cognitive science, hypermedia, information retrieval, virtual reality

Information visualization is not only about creating graphical displays of complex and latent information structures; it contributes to a broader range of cognitive, social, and collaborative activities. This is the first book to examine information visualization from this perspective.

This 2nd edition continues the unique and ambitious quest for setting information visualization and virtual environments in a unifying framework. Information Visualization: Beyond the Horizon pays special attention to the advances made over the last 5 years and potentially fruitful directions to pursue. It is particularly updated to meet the need for practitioners. The book is a valuable source for researchers and graduate students. This new edition is forwarded by Ben Shneiderman, University of Maryland.

Key features:

* Latest advances in information visualization.
* Applications of information visualization, including knowledge domain visualization, knowledge diffusion, and social networks.
* Detecting topics, emergent trends, and abrupt changes.
* Empirical findings concerning information visualization.
* Virtual environments and collaborative virtual environments.

Chaomei Chen is an Associate Professor in the College of Information Science and Technology at Drexel University, Philadelphia, USA. He is the author of Mapping Scientific Frontiers: The Quest for Knowledge Visualization (Springer, 2003).

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Integrated Circuit Test Engineering

Name: Integrated Circuit Test Engineering: Modern Techniques
Series:
Volume package:
Author: Ian A. Grout
Publisher: Springer
Year: 2006
Volume: XXX
Pages: 362
Illustrations: 149
ISBN: 978-1-84628-023-8
Language: English
Filetype: Adobe PDF
Filesize: 2.42 Mb

Written for: Graduate and senior undergraduate students in electronic engineering (circuit testing, system testing and working with analog, digital and mixed-signal engineering; academics teaching circuits and systems and/or electronic engineering to either graduates or undergraduates; libraries.

Keywords: HDL, Hardware Description Language, Integrated Circuits, MATLAB®, Mixed-signal Circuits, SOC, Spice, System-on-a-chip, Test Engineering, VLSI, Verilog®

Nearly sixty years ago, the first successful demonstration of the transistor proved to be the herald of a new era of microelectronics. The ever-increasing complexity and functional speed of microelectronic circuits now containing tens of millions of transistors demand appropriate and rigorous test engineering activities during development and production. Test engineering must also be more closely interwoven with microelectronic design. An understanding of circuit test engineering is vital to any student desiring a career involving any stage in the design or manufacture of integrated circuits.

Taking a three-pronged approach – dealing with test engineering from traditional-test, design and manufacturing view-points – Integrated Circuit Test Engineering encapsulates the subject as it stands today. After an introduction covering background from basic testing rules to trends in technology, the reader learns about:

• fabrication processes;
• a diverse and complete range of detailed tests and procedures calculated to teach you all the tests you will require and how to choose which one(s) to use;
• how to design for testability;
• fault simulation;
• automatic test equipment and
• the economics of testing.

From a practical perspective, the text includes:
• A range of worked examples and exercises together with well-organized references and bibliography to aid further enquiry.
• An introduction to various software such as MATLAB® and Spice explaining their use in testing together with that of IEEE-standard hardware-description languages Verilog®-HDL and VHDL.
• A series of experiments based on material which can be freely downloaded from springeronline.com instructing you in the construction of a hardware test arrangement for MS Windows PCs (functionality, schematic and printed-circuit-board layout)with Visual Basic programs to drive the experiments.

Integrated Circuit Test Engineering provides a thorough-going and illuminating introduction to test engineering in analogue, digital and mixed-signal integrated circuits. This text is a valuable practical learning tool for advanced undergraduate and graduate electronic engineering students, an excellent teaching resource for their tutors and a useful guide for the practising electronic engineer.

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Interfacing with C++

Name: Interfacing with C++: Programming Real-World Applications
Series:
Volume package:
Author: Jayantha Katupitiya, Kim Bentley
Publisher: Springer
Year: 2006
Volume: XII
Pages: 489
Illustrations: 169
ISBN: 978-3-540-25378-5
Language: English
Filetype: Adobe PDF
Filesize: 3.03 Mb

Written for: Undergraduate and graduate students in engineering and science, practising engineers/scientists, hobbyists.

Keywords: Circuit board, Control, Object Oriented Programming

This book is for people who are interested in learning and exploring electronic interfacing as well as C++ programming in a practicable and enjoyable way. Readers will learn to program a PC to do real-world things – not simply number crunching and graphics. They will also master how to write programs that interact with real-world devices through the use of a specially-developed interface circuit board included with the book. The book, interface board and accompanying software incorporate simple and easy-to-understand projects such as digital-to-analog conversion and vice versa, DC and Stepper motor control, temperature and voltage measurement, PC-based timing, or basic data acquisition. The audience of this innovative and rewarding approach to learn interfacing real-world devices to a computer via C++ are undergraduate and graduate students in engineering and science, practicing engineers/scientists, technical workers, and hobbyists. The types of courses the book complements include control engineering, electronics, computing, and mechatronics.

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Name: Modern Control Theory
Series:
Volume package:
Author: Zdzislaw Bubnicki
Publisher: Springer
Year: 2005
Volume: X
Pages: 423
Illustrations: 104
ISBN: 978-3-540-23951-2
Language: English
Filetype: Adobe PDF
Filesize: 2.59 Mb

Written for: Graduate and undergraduate students of control engineering, automatics, robotics, electrical engineering and computer science.

Keywords:

This compact and uniform textbook presents the contemporary state of the art of control theory and its applications. It introduces traditional problems useful in the automatic control of technical processes, as well as current issues, such as decision taking in conditions of uncertainty, use of artificial intelligence methods, or control of complex operations. The methods covered are introduced in a practice-oriented way that allows the reader to easily apply them for the determination of decision algorithms in computer control and management systems. This concise textbook is aimed at students of automatics, robotics, control engineering, and computer sciences.

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Multi-Carrier Digital Communications

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

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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Remote Sensing Digital Image Analysis

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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