Showing posts with label information theory. Show all posts
Showing posts with label information theory. Show all posts

Principles of Digital Communication Review

Principles of Digital Communication
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This is, perhaps, the most "intuitive" textbook in communications engineering in recent memory. While the emphasis of this text is on theory, Gallager does a fantastic job in connecting the mathematics to engineering. While the target audience of the text is Graduate students, anyone with a decent background in real analysis or linear algebra will be able to get a lot of mileage out of Gallager's approach, which is to start with "toy models", i.e. simple models, and then modify these models accordingly for different environments (i.e. Wireless).
While the book surveys various aspects of communications engineering, such as information theory and wireless communications, the true "meat" of the book lies in its presentation of the most fundamental aspects of communications theory. Notably, this book, like Wozencraft's and Jacob's Principles of Communication Engineering, presents the signal space approach (using L2 orthonormal expansions to represent waveforms and noise) to a in a very clear manner. Most communications engineering books these days seem to (incorrectly) teach students (including myself as an undergraduate) to reason about problems in communications theory primarily in terms of cosines and sines. This text, however makes it clear that most problems in communications theory can be explained in terms of the signal space viewpoint.
There probably isn't a single word, phrase, or mathematical expression that is not needed in this text. As another reviewer mentioned, readers have the benefit of being able to watch Gallager's online lectures, which complement this text, via MIT Open Courseware. Even if you have not studied communications engineering in great depth, I encourage you to watch the lectures to witness Gallager's clear style of articulating engineering principles.

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The renowned communications theorist Robert Gallager brings his lucid writing style to the study of the fundamental system aspects of digital communication for a one-semester course for graduate students. With the clarity and insight that have characterized his teaching and earlier textbooks, he develops a simple framework and then combines this with careful proofs to help the reader understand modern systems and simplified models in an intuitive yet precise way. A strong narrative and links between theory and practice reinforce this concise, practical presentation. The book begins with data compression for arbitrary sources. Gallager then describes how to modulate the resulting binary data for transmission over wires, cables, optical fibers, and wireless channels. Analysis and intuitive interpretations are developed for channel noise models, followed by coverage of the principles of detection, coding, and decoding. The various concepts covered are brought together in a description of wireless communication, using CDMA as a case study.

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A Foundation in Digital Communication Review

A Foundation in Digital Communication
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This book is for the serious student/engineer/scientist that has a solid foundation in math. For such a person this book is a tremendous tool. It explains in the most rigorous way all concepts in the basis of digital comm. No ambiguities are left. Everything is rigorously introduced. I felt like many concepts are more clear now and if you assimilate the material, you'll gain more confidence in dealing with the concepts of digital comm. The author is not afraid of proving important results no matter how long the proof is.
As a unique characteristic (I've read the first 400 pages so far) I could not find but just 1 typo! If you compare this to books like proakis, gallager, goldsmith, Tse, these books have pages and pages of typos. You're almost afraid to start reading them...
With Lapidoth you're in solid ground. Overall a great achievement. I wish and hope that prof. Lapidoth will write a couple of more books on wireless communications, a hot topic where still I cannot find an exceptional textbook (there are several ones that are OK but still with so many errors...).

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This intuitive yet rigourous introduction derives the core results of digital communication from first principles. Theory, rather than industry standards, motivates the engineering approaches, and key results are stated with all the required assumptions. The book emphasizes the geometric view, opening with the inner product, the matched filter for its computation, Parseval's theorem, the sampling theorem as an orthonormal expansion, the isometry between passband signals and their baseband representation, and the spectral-efficiency optimality of quadrature amplitude modulation (QAM). Subsequent chapters address noise, hypothesis testing, Gaussian stochastic processes, and the sufficiency of the matched filter outputs. Uniquely, there is a treatment of white noise without generalized functions, and of the power spectral density without artificial random jitters and random phases in the analysis of QAM. This systematic and insightful book, with over 300 exercises, is ideal for graduate courses in digital communication, and for anyone asking 'why' and not just 'how'.

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Iterative Receiver Design Review

Iterative Receiver Design
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This book reviews a large variety of digital communications algorithms in the notation of factor graphs.
It is an ideal starting point for researchers who are entirely new to the field of digital communications and wish to gain a quick overview. Since all algorithms are consistently described in one framework, it avoids having to parse the confusing mix of notations occurring in the existing literature.
It also of great use for experts in digital communications, since the factor graph notation will give them new insights, and will allow them to appreciate surprising connections among the different algorithms. Moreover, the framework of factor graphs allows one to design new receiver algorithms in a disciplined manner.

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Iterative processing is an important technique with numerous applications. Exploiting the power of factor graphs, this detailed survey provides a general framework for systematically developing iterative algorithms for digital receivers, and highlights connections between important algorithms. Starting with basic concepts in digital communications, progressively more complex ideas are presented and integrated resulting in the development of cutting-edge algorithms for iterative receivers. Real-world applications are covered in detail, including decoding for turbo and LDPC codes, and detection for multi-antenna and multi-user systems. This accessible framework will allow the reader to apply factor graphs to practical problems, leading to the design of new algorithms in applications beyond digital receivers. With many examples and algorithms in pseudo-code, this book is an invaluable resource for graduate students and researchers in electrical engineering and computer science, and for practitioners in the communications industry. Additional resources for this title are available online at www.cambridge.org/9780521873154.

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Iterative Error Correction: Turbo, Low-Density Parity-Check and Repeat-Accumulate Codes Review

Iterative Error Correction: Turbo, Low-Density Parity-Check and Repeat-Accumulate Codes
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I really liked this book. It is a great source to learn the main ideas. For real depth the book by Ryan and Lin is good. This book is really readable and a great first source to get up to speed of how to. There are some typos. All in all a really useful book.

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Iterative error correction codes have found widespread application in cellular communications, digital video broadcasting and wireless LANs. This self-contained treatment of iterative error correction presents all the key ideas needed to understand, design, implement and analyse these powerful codes. Turbo, low-density parity-check, and repeat-accumulate codes are given equal, detailed coverage, with precise presentations of encoding and decoding procedures. Worked examples are integrated into the text to illuminate each new idea and pseudo-code is included for important algorithms to facilitate the reader's development of the techniques described. For each subject, the treatment begins with the simplest case before generalizing. There is also coverage of advanced topics such as density-evolution and EXIT charts for those readers interested in gaining a deeper understanding of the field. This text is ideal for graduate students in electrical engineering and computer science departments, as well as practitioners in the communications industry.

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Fundamentals of Digital Communication Review

Fundamentals of Digital Communication
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Dr. Madhow is an exceptional lecturer. I took several classes from him when he taught at the University of Illinois at Urbana Champaign. He has a very easy to read and intuitive writing style. I highly recommend this book for advanced undergraduates, 1st and 2nd year graduate students and professionals looking for a good review of the fundamentals of digital communications. I have designed many digital communications systems over the course of my career and I can tell you that without the fundamentals I learned from Dr. Madhow, I would have never been able to be an effective communication system designer.

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This is a concise presentation of the concepts underlying the design of digital communication systems, without the detail that can overwhelm students. Many examples, from the basic to the cutting-edge, show how the theory is used in the design of modern systems and the relevance of this theory will motivate students. The theory is supported by practical algorithms so that the student can perform computations and simulations. Leading edge topics in coding and wireless communication make this an ideal text for students taking just one course on the subject. Fundamentals of Digital Communications has coverage of turbo and LDPC codes in sufficient detail and clarity to enable hands-on implementation and performance evaluation, as well as 'just enough' information theory to enable computation of performance benchmarks to compare them against. Other unique features include space-time communication and geometric insights into noncoherent communication and equalization.

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MIMO Wireless Communications Review

MIMO Wireless Communications
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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.

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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.

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Wireless and Cellular Telecommunications Review

Wireless and Cellular Telecommunications
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This book can be used for both business and academia. It really contains up to date information.

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Signal Processing for Wireless Communications Review

Signal Processing for Wireless Communications
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This book is the "BEST" book I have ever seen in wireless technology with "practical" physical layer design focus. It is not surprising to see the author coming from rich industrial experience, I can see that easily in the book. I highly recommend the book for physical layer designers.

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