Rabu, 12 Desember 2012

[O649.Ebook] Ebook , by the People: Debating American Government, Brief Edition, by James A. Morone, Rogan Kersh

Ebook , by the People: Debating American Government, Brief Edition, by James A. Morone, Rogan Kersh

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, by the People: Debating American Government, Brief Edition, by James A. Morone, Rogan Kersh

, by the People: Debating American Government, Brief Edition, by James A. Morone, Rogan Kersh



, by the People: Debating American Government, Brief Edition, by James A. Morone, Rogan Kersh

Ebook , by the People: Debating American Government, Brief Edition, by James A. Morone, Rogan Kersh

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, by the People: Debating American Government, Brief Edition, by James A. Morone, Rogan Kersh

Challenge your students to ENGAGE in the conversation and process; THINK about the ideas, history, structure, and function; and DEBATE the merits of American government and politics in the 21st century.

In a storytelling approach that weaves contemporary examples together with historical context, By the People: Debating American Government, Brief Edition, explores the themes and ideas that drive the great debates in American government and politics. It introduces students to big questions like Who governs? How does our system of government work? What does government do? and Who are we? By challenging students with these questions, the text gets them to think about, engage with, and debate the merits of U.S. government and politics.

Ideal for professors who prefer a shorter text, By the People, Brief Edition, condenses the content of the comprehensive edition while also preserving its essential insights, organization, and approach. Approximately 20% shorter and less expensive than its parent text, the full-color Brief Edition features a more streamlined narrative, deletes the "Comparing Nations" boxes, and is enhanced by the same extensive support package as the longer edition.

FEATURES:

ENGAGE

* "By the Numbers" boxes containing fun facts help frame the quizzical reality of American politics and government

* "See For Yourself" features enable students to connect with the click of a smart phone to videos and other interactive online content

THINK

* Chapter One introduces students to seven key American ideas, which are revisited throughout the text

* "The Bottom Line" summaries conclude each chapter section, underscoring the most important aspects of the discussion

DEBATE

* "What Do You Think?" boxes encourage students to use their critical-thinking skills and debate and/or take a stand on important issues

* Four major themes, in the form of questions to spark debate, are presented to students in Chapter One and appear throughout the text

  • Sales Rank: #21001 in Books
  • Brand: Brand: Oxford University Press, USA
  • Published on: 2013-08-02
  • Original language: English
  • Number of items: 1
  • Dimensions: 8.00" h x 1.20" w x 9.90" l, 2.55 pounds
  • Binding: Paperback
  • 656 pages
Features
  • Used Book in Good Condition

Most helpful customer reviews

7 of 8 people found the following review helpful.
Brief edition is vastly different than the regular addition thought the covers look the same.
By tiffany
Blue bottom on front cover is brief edition & black at the bottom is the regular edition. There is a difference in the way it is set up. My professor said it was the same but when we got into studying for exams I struggled. 90% of the class was lecture so when she assigned reading I couldn't find what she was asking for. Parts of chapter 4 in the regular addition are in chapter 3 in the brief. Know which one you need for class. The covers should have more changes than a color stripe at the bottom to distinguish which book is which. Getting the wrong book will make an easy class hard. I learned the lesson the hard way so you wouldn't.

1 of 1 people found the following review helpful.
I've enjoyed reading, and studying from this textbook
By james
I've enjoyed reading, and studying from this textbook. It is informational, thoughtful, unbiased, or centered, provides relevant, and important modern examples to convey the point.

2 of 3 people found the following review helpful.
didn't know it was going to be an instructor edition, sneakkkyyyy...
By CathyL
the book itself is great except for the fact that the seller gave me an instructor edition! this is why i'm giving 4 stars instead of 5. they put stickers on every part where it said instructors edition. the stickers bothered me so i carefully ripped them off and it was actually an instructor edition book. luckily i was able to sell it back to my school's bookstore because it said the instructor edition is not resellable.

See all 24 customer reviews...

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[O649.Ebook] Ebook , by the People: Debating American Government, Brief Edition, by James A. Morone, Rogan Kersh Doc

Selasa, 11 Desember 2012

[S495.Ebook] PDF Ebook Digital Communications: Fundamentals and Applications (2nd Edition), by Bernard Sklar

PDF Ebook Digital Communications: Fundamentals and Applications (2nd Edition), by Bernard Sklar

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Digital Communications: Fundamentals and Applications (2nd Edition), by Bernard Sklar

Digital Communications: Fundamentals and Applications (2nd Edition), by Bernard Sklar



Digital Communications: Fundamentals and Applications (2nd Edition), by Bernard Sklar

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Digital Communications: Fundamentals and Applications (2nd Edition), by Bernard Sklar

  • The clear, easy-to-understand introduction to digital communications
  • Completely updated coverage of today's most critical technologies
  • Step-by-step implementation coverage
  • Trellis-coded modulation, fading channels, Reed-Solomon codes, encryption, and more
  • Exclusive coverage of maximizing performance with advanced "turbo codes"
"This is a remarkably comprehensive treatment of the field, covering in considerable detail modulation, coding (both source and channel), encryption, multiple access and spread spectrum. It can serve both as an excellent introduction for the graduate student with some background in probability theory or as a valuable reference for the practicing ommunication system engineer. For both communities, the treatment is clear and well presented."

– Andrew Viterbi, The Viterbi Group

Master every key digital communications technology, concept, and technique.

Digital Communications, Second Edition is a thoroughly revised and updated edition of the field's classic, best-selling introduction. With remarkable clarity, Dr. Bernard Sklar introduces every digital communication technology at the heart of today's wireless and Internet revolutions, providing a unified structure and context for understanding them -- all without sacrificing mathematical precision.

Sklar begins by introducing the fundamentals of signals, spectra, formatting, and baseband transmission. Next, he presents practical coverage of virtually every contemporary modulation, coding, and signal processing technique, with numeric examples and step-by-step implementation guidance. Coverage includes:

  • Signals and processing steps: from information source through transmitter, channel, receiver, and information sink
  • Key tradeoffs: signal-to-noise ratios, probability of error, and bandwidth expenditure
  • Trellis-coded modulation and Reed-Solomon codes: what's behind the math
  • Synchronization and spread spectrum solutions
  • Fading channels: causes, effects, and techniques for withstanding fading
  • The first complete how-to guide to turbo codes: squeezing maximum performance out of digital connections
  • Implementing encryption with PGP, the de facto industry standard

Whether you're building wireless systems, xDSL, fiber or coax-based services, satellite networks, or Internet infrastructure, Sklar presents the theory and the practical implementation details you need. With nearly 500 illustrations and 300 problems and exercises, there's never been a faster way to master advanced digital communications.

CD-ROM INCLUDED

The CD-ROM contains a complete educational version of Elanix' SystemView DSP design software, as well as detailed notes for getting started, a comprehensive DSP tutorial, and over 50 additional communications exercises.

  • Sales Rank: #78233 in Books
  • Published on: 2001-01-21
  • Original language: English
  • Number of items: 1
  • Dimensions: 9.40" h x 1.70" w x 7.20" l, 3.87 pounds
  • Binding: Hardcover
  • 1079 pages

From the Back Cover

  • The clear, easy-to-understand introduction to digital communications
  • Completely updated coverage of today's most critical technologies
  • Step-by-step implementation coverage
  • Trellis-coded modulation, fading channels, Reed-Solomon codes, encryption, and more
  • Exclusive coverage of maximizing performance with advanced "turbo codes"
"This is a remarkably comprehensive treatment of the field, covering in considerable detail modulation, coding (both source and channel), encryption, multiple access and spread spectrum. It can serve both as an excellent introduction for the graduate student with some background in probability theory or as a valuable reference for the practicing ommunication system engineer. For both communities, the treatment is clear and well presented." - Andrew Viterbi, The Viterbi Group Master every key digital communications technology, concept, and technique. Digital Communications, Second Edition is a thoroughly revised and updated edition of the field's classic, best-selling introduction. With remarkable clarity, Dr. Bernard Sklar introduces every digital communication technology at the heart of today's wireless and Internet revolutions, providing a unified structure and context for understanding them -- all without sacrificing mathematical precision. Sklar begins by introducing the fundamentals of signals, spectra, formatting, and baseband transmission. Next, he presents practical coverage of virtually every contemporary modulation, coding, and signal processing technique, with numeric examples and step-by-step implementation guidance. Coverage includes:
  • Signals and processing steps: from information source through transmitter, channel, receiver, and information sink
  • Key tradeoffs: signal-to-noise ratios, probability of error, and bandwidth expenditure
  • Trellis-coded modulation and Reed-Solomon codes: what's behind the math
  • Synchronization and spread spectrum solutions
  • Fading channels: causes, effects, and techniques for withstanding fading
  • The first complete how-to guide to turbo codes: squeezing maximum performance out of digital connections
  • Implementing encryption with PGP, the de facto industry standard
Whether you're building wireless systems, xDSL, fiber or coax-based services, satellite networks, or Internet infrastructure, Sklar presents the theory and the practical implementation details you need. With nearly 500 illustrations and 300 problems and exercises, there's never been a faster way to master advanced digital communications. CD-ROM INCLUDED The CD-ROM contains a complete educational version of Elanix' SystemView DSP design software, as well as detailed notes for getting started, a comprehensive DSP tutorial, and over 50 additional communications exercises.

About the Author

DR. BERNARD SKLAR has over 40 years of experience in technical design and management positions at Republic Aviation, Hughes Aircraft, Litton Industries, and at The Aerospace Corporation, where he helped develop the MILSTAR satellite system. He is now head of advanced systems at Communications Engineering Services, a consulting company he founded in 1984. He has taught engineering courses at several universities, including UCLA and USC, and has trained professional engineers worldwide.

Excerpt. © Reprinted by permission. All rights reserved.
PREFACEThis second edition of Digital Communications: Fundamentals and Applications represents an update of the original publication. The key features that have been updated are:

  • The error-correction coding chapters have been expanded, particularly in the areas of Reed-Solomon codes, turbo codes, and trellis-coded modulation.
  • A new chapter on fading channels and how to mitigate the degrading effects of fading has been introduced.
  • Explanations and descriptions of essential digital communication concepts have been amplified.
  • End-of-chapter problem sets have been expanded. Also, end-of-chapter question sets (and where to find the answers), as well as end-of-chapter CD exercises have been added.
  • A compact disc (CD) containing an educational version of the design software SystemView by ELANIX accompanies the textbook. The CD contains a workbook with over 200 exercises, as well as a concise tutorial on digital signal processing (DSP). CD exercises in the workbook reinforce material in the textbook; concepts can be explored by viewing waveforms with a windows-based PC and by changing parameters to see the effects on the overall system. Some of the exercises provide basic training in using SystemView; others provide additional training in DSP techniques.
The teaching of a one-semester university course proceeds in a very different manner compared with that of a short-course in the same subject. At the university, one has the luxury of time—time to develop the needed skills and mathematical tools, time to practice the ideas with homework exercises. In a short-course, the treatment is almost backwards compared with the university. Because of the time factor, a short-course teacher must "jump in" early with essential concepts and applications. One of the vehicles that I found useful in structuring a short course was to start by handing out a check list. This was not merely an outline of the curriculum. It represented a collection of concepts and nomenclature that are not clearly documented, and are often misunderstood. The short-course students were thus initiated into the course by being challenged. I promised them that once they felt comfortable describing each issue, or answering each question on the list, they would be well on their way toward becoming knowledgeable in the field of digital communications. I have learned that this list of essential concepts is just as valuable for teaching full-semester courses as it is for short courses. Here then is my "check list" for digital communications.
  • What mathematical dilemma is the cause for there being several definitions of bandwidth? (See Section 1.7.2.)
  • Why is the ratio of bit energy-to-noise power spectral density, Eb/N0 , a natural figure-to-merit for digital communication systems? (See Section 3.1.5.)
  • When representing timed events, what dilemma can easily result in confusing the most-significant bit (MSB) and the least-significant bit (LSB)? (See Section 3.2.3.1.)
  • The error performance of digital signaling suffers primarily from two degradation types. a) loss in signal-to-noise ratio, b) distortion resulting in an irreducible bit-error probability. How do they differ? (See Section 3.3.2.)
  • Often times, providing more Eb/N0 will not mitigate the degradation due to intersymbol interference (ISI). Explain why. (See Section 3.3.2.)
  • At what location in the system is Eb/N0 defined? (See Section 4.3.2.)
  • Digital modulation schemes fall into one of two classes with opposite behavior characteristics. a) orthogonal signaling, b) phase/amplitude signaling. Describe the behavior of each class. (See Section 4.8.2 and 9.7.)
  • Why do binary phase shift keying (BPSK) and quaternary phase shift keying (QPSK) manifest the same bit-error-probability relationship? Does the same hold true for M-ary pulse amplitude modulation (M-PAM) and M 2-ary quadrature amplitude modulation (M 2-QAM) bit-error probability? (See Sections 4.8.4 and 9.8.3.1.)
  • In orthogonal signaling, why does error-performance improve with higher dimensional signaling? (See Section 4.8.5.)
  • Why is free-space loss a function of wavelength? (See Section 5.3.3.)
  • What is the relationship between received signal to noise (S/N) ratio and carrier to noise (C/N) ratio? (See Section 5.4.)
  • Describe four types of trade-offs that can be accomplished by using an error-correcting code. (See Section 6.3.4.)
  • Why do traditional error-correcting codes yield error-performance degradation at low values of Eb/N0 ? (See Section 6.3.4.)
  • Of what use is the standard array in understanding a block code, and in evaluating its capability? (See Section 6.6.5.)
  • Why is the Shannon limit of -1.6 dB not a useful goal in the design of real systems? (See Section 8.4.5.2.)
  • 16. What are the consequences of the fact that the Viterbi decoding algorithm does not yield a posteriori probabilities? What is a more descriptive name for the Viterbi algorithm? (See Section 8.4.6.)
  • 17. Why do binary and 4-ary orthogonal frequency shift keying (FSK) manifest the same bandwidth-efficiency relationship? (See Section 9.5.1.)
  • 18. Describe the subtle energy and rate transformations of received signals: from data-bits to channel-bits to symbols to chips. (See Section 9.7.7.)
  • 19. Define the following terms: Baud, State, Communications Resource, Chip, Robust Signal. (See Sections 1.1.3 and 7.2.2, Chapter 11, and Sections 12.3.2 and 12.4.2.)
  • 20. In a fading channel, why is signal dispersion independent of fading rapidity? (See Section 15.1.1.1.)
  • I hope you find it useful to be challenged in this way. Now, let us describe the purpose of the book in a more methodical way. This second edition is intended to provide a comprehensive coverage of digital communication systems for senior level undergraduates, first year graduate students, and practicing engineers. Though the emphasis is on digital communications, necessary analog fundamentals are included since analog waveforms are used for the radio transmission of digital signals. The key feature of a digital communication system is that it deals with a finite set of discrete messages, in contrast to an analog communication system in which messages are defined on a continuum. The objective at the receiver of the digital system is not to reproduce a waveform with precision; it is instead to determine from a noise-perturbed signal, which of the finite set of waveforms had been sent by the transmitter. In fulfillment of this objective, there has arisen an impressive assortment of signal processing techniques.

    The book develops these techniques in the context of a unified structure. The structure, in block diagram form, appears at the beginning of each chapter; blocks in the diagram are emphasized, when appropriate, to correspond to the subject of that chapter. Major purposes of the book are to add organization and structure to a field that has grown and continues to grow rapidly, and to insure awareness of the "big picture" even while delving into the details. Signals and key processing steps are traced from the information source through the transmitter, channel, receiver, and ultimately to the information sink. Signal transformations are organized according to nine functional classes: Formatting and source coding, Baseband signaling, Bandpass signaling, Equalization, Channel coding, Muliplexing and multiple access, Spreading, Encryption, and Synchronization. Throughout the book, emphasis is placed on system goals and the need to trade off basic system parameters such as signal-to-noise ratio, probability of error, and bandwidth expenditure.

    ORGANIZATION OF THE BOOK

    Chapter 1 introduces the overall digital communication system and the basic signal transformations that are highlighted in subsequent chapters. Some basic ideas of random variables and the additive white Gaussian noise (AWGN) model are reviewed. Also, the relationship between power spectral density and autocorrelation, and the basics of signal transmission through linear systems are established. Chapter 2 covers the signal processing step, known as formatting, in order to render an information signal compatible with a digital system. Chapter 3 emphasizes baseband signaling, the detection of signals in Gaussian noise, and receiver optimization. Chapter 4 deals with bandpass signaling and its associated modulation and demodulation/detection techniques. Chapter 5 deals with link analysis, an important subject for providing overall system insight; it considers some subtleties that are often missed. Chapters 6, 7, and 8 deal with channel coding—a cost-effective way of providing a variety of system performance trade-offs. Chapter 6 emphasizes linear block codes, Chapter 7 deals with convolutional codes, and Chapter 8 deals with Reed-Solomon codes and concatenated codes such as turbo codes.

    Chapter 9 considers various modulation/coding system trade-offs dealing with probability of bit-error performance, bandwidth efficiency, and signal-to-noise ratio. It also treats the important area of coded modulation, particularly trellis-coded modulation. Chapter 10 deals with synchronization for digital systems. It covers phase-locked loop implementation for achieving carrier synchronization. It covers bit synchronization, frame synchronization, and network synchronization, and it introduces some ways of performing synchronization using digital methods.

    Chapter 11 treats multiplexing and multiple access. It explores techniques that are available for utilizing the communication resource efficiently. Chapter 12 introduces spread spectrum techniques and their application in such areas as multiple access, ranging, and interference rejection. This technology is important for both military and commercial applications. Chapter 13 deals with source coding which is a special class of data formatting. Both formatting and source coding involve digitization of data; the main difference between them is that source coding additionally involves data redundancy reduction. Rather than considering source coding immediately after formatting, it is purposely treated in a later chapter so as not to interrupt the presentation flow of the basic processing steps. Chapter 14 covers basic encryption/decryption ideas. It includes some classical concepts, as well as a class of systems called public key cryptosystems, and the widely used E-mail encryption software known as Pretty Good Privacy (PGP). Chapter 15 deals with fading channels. Here, we deal with applications, such as mobile radios, where characterization of the channel is much more involved than that of a nonfading one. The design of a communication system that will withstand the degradation effects of fading can be much more challenging than the design of its nonfading counterpart. In this chapter, we describe a variety of techniques that can mitigate the effects of fading, and we show some successful designs that have been implemented.

    It is assumed that the reader is familiar with Fourier methods and convolution. Appendix A reviews these techniques, emphasizing those properties that are particularly useful in the study of communication theory. It also assumed that the reader has a knowledge of basic probability and has some familiarity with random variables. Appendix B builds on these disciplines for a short treatment on statistical decision theory with emphasis on hypothesis testing—so important in the understanding of detection theory. A new section, Appendix E, has been added to serve as a short tutorial on s-domain, z-domain, and digital filtering. A concise DSP tutorial also appears on the CD that accompanies the book.

    If the book is used for a two-term course, a simple partitioning is suggested; the first seven chapters can be taught in the first term, and the last eight chapters in the second term. If the book is used for a one-term introductory course, it is suggested that the course material be selected from the following chapters: 1, 2, 3, 4, 5, 6, 7, 9, 10, and 12.

    Most helpful customer reviews

    63 of 65 people found the following review helpful.
    Digital Communications: Fundamentals & Applications, 2nd Ed.
    By George Edwards
    This is one of the best books on the market for communications. As a university professor I am always looking for that special book that can take the student from the formative learning stage into maturity in the field of communication and signal processing. This book is an excellent text for such a journey. It provides a good mix of theory and practice with many worked examples. Unlike many texts in communications theory that provide their audiences with a lot of theory and abstractions that leave them confused, this book is so well written and the theory so well handled and presented, that its concepts are easily grasped. Then, to supplement this, the book has numerous worked examples showing practical applications. As an educator in the field of communications I have adapted this book for my course because its stated attributes above make my work in educating students that much easier. I recommend this book without reservation to anyone who needs a good reference in the field of communications.

    26 of 26 people found the following review helpful.
    Good overview but not mathematically rigorous
    By Rajesh S. Raghavan
    Digital Communications by Sklar is an excellent introduction to the field for the student or the practicing engineer. There is a logical flow from beginning to end, and the book is written in an easy to read style, which allows the reader to grasp the engineering tradeoffs involved in digital communications.
    The book is not mathematically rigorous; although formulas are presented, they are not derived. However, I feel that to correct this shortfall may make the book too long, and harder to read. I think it is better to get a general overview of the topic from this book, and to look to other sources where mathematical rigor is desired.
    Some additional background is helpful, but not necessary to understand the mathematical details that are glossed over. These include a course in Detection and Estimation to understand concepts such as signal spaces, noise, decision regions and probability of error, and an introductory DSP course to understand the issues surrounding aliasing, quantizing, equalization, and source coding. Familiarity with Fourier Transforms and prior background with Probability and Random Processes is essential to understanding the math that is presented in the book.
    Overall, I highly recommend this book for someone who wants to appreciate the engineeering constraints that need to be met in the design of digital communication systems.

    13 of 13 people found the following review helpful.
    A great book to learn comm. theory.
    By miner49
    I was introduced to the 1st edition of this book as an undergrad at UCLA where Sklar taught. Since then as I have worked in the wireless and telecom fields, it has remained one of my main references. I've added other comm. books such as Proakis', but Sklar remains my favorite. It is well arrange, making it easy to reference any material you may be interested in. It touches on every area of comm. theory from modulation to coding. If you are looking for a general communication theory reference book, then this should be the one. But if you are only interested in learning in detail about one particular area of commmuncation theory such as CDMA or Trellis Coding, then you should seek a book specializing in that area only. No book can cover everything in the depth.

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    MIMO Wireless Communications, by Ezio Biglieri, Robert Calderbank, Anthony Constantinides, Andrea Goldsmith, Arogyaswami Paulraj, H. Vince

    Multiple-input multiple-output (MIMO) technology constitutes a breakthrough in the design of wireless communications systems, and is already at the core of several wireless standards. Exploiting multipath scattering, MIMO techniques deliver significant performance enhancements in terms of data transmission rate and interference reduction. This book is a detailed introduction to the analysis and design of MIMO wireless systems. Beginning with an overview of MIMO technology, the authors then examine the fundamental capacity limits of MIMO systems. Transmitter design, including precoding and space-time coding, is then treated in depth, and the book closes with two chapters devoted to receiver design. Written by a team of leading experts, the book blends theoretical analysis with physical insights, and highlights a range of key design challenges. It can be used as a textbook for advanced courses on wireless communications, and will also appeal to researchers and practitioners working on MIMO wireless systems.

    • Sales Rank: #4349151 in Books
    • Published on: 2010-02-25
    • Original language: English
    • Number of items: 1
    • Dimensions: 9.61" h x .71" w x 6.69" l, 1.21 pounds
    • Binding: Paperback
    • 344 pages

    About the Author
    Ezio Biglieri is an Adjunct Professor at the Universitat Pompeu Fabra, Barcelona, Spain, University of California, Los Angeles and King Saud University, Riyadh, KSA.

    Andrea Goldsmith received her Ph.D. from the University of California, Berkeley, and is an Associate Professor of Electrical Engineering at Stanford University. Prior to this she was an Assistant Professor at the California Institute of Technology. She has also held positions in industry at Maxim Technologies and AT&T Bell Laboratories. She is a Fellow of the IEEE, has received numerous awards and honors and is the author of over 100 technical papers in the field of wireless communications.

    Arogyaswami Paulraj received his PhD from the Indian Institute of Technology and is a Professor of Electrical Engineering at Stanford University. He is the author of over 250 research papers and holds eight patents. He has held several positions in industry, including Chief Technology Officer of Iospan Wireless Inc, and he is a Fellow of the IEEE and a member of the Indian National Academy of Engineering. He is also the recipient of the 2014 Marconi Prize.

    H. Vincent Poor is the Michael Henry Strater University Professor at Princeton University, where he is also the Dean of the School of Engineering and Applied Science. He is a Fellow of the IEEE and is a member of the US National Academy of Engineering and of the US National Academy of Sciences. He is also a Fellow of the American Academy of Arts and Sciences, an International Fellow of the Royal Academy of Engineering of the UK, and a former Guggenheim Fellow. Recent recognition of his work includes the 2009 Edwin Howard Armstrong Award of the IEEE Communications Society, the 2010 IET Ambrose Fleming Medal, the 2011 IEEE Eric E. Sumner Award and an honorary doctorate from the University of Edinburgh.

    Most helpful customer reviews

    5 of 5 people found the following review helpful.
    Summary of research results
    By Idan
    I don't recommend this book for people who want to learn MIMO. If you need a reference to equations and such, it is fine, but there is no real explanation of any concepts in any level of detail.

    See all 1 customer reviews...

    MIMO Wireless Communications, by Ezio Biglieri, Robert Calderbank, Anthony Constantinides, Andrea Goldsmith, Arogyaswami Paulraj, H. Vince PDF
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