Non Gaussian Statistical Communication Theory PDF Download
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| Author | : David Middleton |
| Publisher | : John Wiley & Sons |
| Total Pages | : 662 |
| Release | : 2012-05-29 |
| Genre | : Technology & Engineering |
| ISBN | : 0470948477 |
Download Non-Gaussian Statistical Communication Theory Book in PDF, ePub and Kindle
The book is based on the observation that communication is the central operation of discovery in all the sciences. In its "active mode" we use it to "interrogate" the physical world, sending appropriate "signals" and receiving nature's "reply". In the "passive mode" we receive nature's signals directly. Since we never know a prioriwhat particular return signal will be forthcoming, we must necessarily adopt a probabilistic model of communication. This has developed over the approximately seventy years since it's beginning, into a Statistical Communication Theory (or SCT). Here it is the set or ensemble of possible results which is meaningful. From this ensemble we attempt to construct in the appropriate model format, based on our understanding of the observed physical data and on the associated statistical mechanism, analytically represented by suitable probability measures. Since its inception in the late '30's of the last century, and in particular subsequent to World War II, SCT has grown into a major field of study. As we have noted above, SCT is applicable to all branches of science. The latter itself is inherently and ultimately probabilistic at all levels. Moreover, in the natural world there is always a random background "noise" as well as an inherent a priori uncertainty in the presentation of deterministic observations, i.e. those which are specifically obtained, a posteriori. The purpose of the book is to introduce Non-Gaussian statistical communication theory and demonstrate how the theory improves probabilistic model. The book was originally planed to include 24 chapters as seen in the table of preface. Dr. Middleton completed first 10 chapters prior to his passing in 2008. Bibliography which represents remaining chapters are put together by the author's close colleagues; Drs. Vincent Poor, Leon Cohen and John Anderson. email [email protected] to request Ch.10
| Author | : David Middleton |
| Publisher | : John Wiley & Sons |
| Total Pages | : 662 |
| Release | : 2012-05-11 |
| Genre | : Technology & Engineering |
| ISBN | : 1118161955 |
Download Non-Gaussian Statistical Communication Theory Book in PDF, ePub and Kindle
The book is based on the observation that communication is the central operation of discovery in all the sciences. In its "active mode" we use it to "interrogate" the physical world, sending appropriate "signals" and receiving nature's "reply". In the "passive mode" we receive nature's signals directly. Since we never know a prioriwhat particular return signal will be forthcoming, we must necessarily adopt a probabilistic model of communication. This has developed over the approximately seventy years since it's beginning, into a Statistical Communication Theory (or SCT). Here it is the set or ensemble of possible results which is meaningful. From this ensemble we attempt to construct in the appropriate model format, based on our understanding of the observed physical data and on the associated statistical mechanism, analytically represented by suitable probability measures. Since its inception in the late '30's of the last century, and in particular subsequent to World War II, SCT has grown into a major field of study. As we have noted above, SCT is applicable to all branches of science. The latter itself is inherently and ultimately probabilistic at all levels. Moreover, in the natural world there is always a random background "noise" as well as an inherent a priori uncertainty in the presentation of deterministic observations, i.e. those which are specifically obtained, a posteriori. The purpose of the book is to introduce Non-Gaussian statistical communication theory and demonstrate how the theory improves probabilistic model. The book was originally planed to include 24 chapters as seen in the table of preface. Dr. Middleton completed first 10 chapters prior to his passing in 2008. Bibliography which represents remaining chapters are put together by the author's close colleagues; Drs. Vincent Poor, Leon Cohen and John Anderson. email [email protected] to request Ch.10
| Author | : David Middleton |
| Publisher | : Wiley-IEEE Press |
| Total Pages | : 1192 |
| Release | : 1996-05-08 |
| Genre | : Mathematics |
| ISBN | : |
Download An Introduction to Statistical Communication Theory Book in PDF, ePub and Kindle
This IEEE Classic Reissue provides at an advanced level, a uniquely fundamental exposition of the applications of Statistical Communication Theory to a vast spectrum of important physical problems. Included are general analysis of signal detection, estimation, measurement, and related topics involving information transfer. Using the statistical Bayesian viewpoint, renowned author David Middleton employs statistical decision theory specifically tailored for the general tasks of signal processing. Dr. Middleton also provides a special focus on physical modeling of the canonical channel with real-world examples relating to radar, sonar, and general telecommunications. This book offers a detailed treatment and an array of problems and results spanning an exceptionally broad range of technical subjects in the communications field. Complete with special functions, integrals, solutions of integral equations, and an extensive, updated bibliography by chapter, An Introduction to Statistical Communication Theory is a seminal reference, particularly for anyone working in the field of communications, as well as in other areas of statistical physics. (Originally published in 1960.)
| Author | : Leon Cohen |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 302 |
| Release | : 2011-12-21 |
| Genre | : Technology & Engineering |
| ISBN | : 1441966242 |
Download Classical, Semi-classical and Quantum Noise Book in PDF, ePub and Kindle
David Middleton was a towering figure of 20th Century engineering and science and one of the founders of statistical communication theory. During the second World War, the young David Middleton, working with Van Fleck, devised the notion of the matched filter, which is the most basic method used for detecting signals in noise. Over the intervening six decades, the contributions of Middleton have become classics. This collection of essays by leading scientists, engineers and colleagues of David are in his honor and reflect the wide influence that he has had on many fields. Also included is the introduction by Middleton to his forthcoming book, which gives a wonderful view of the field of communication, its history and his own views on the field that he developed over the past 60 years. Focusing on classical noise modeling and applications, Classical, Semi-Classical and Quantum Noise includes coverage of statistical communication theory, non-stationary noise, molecular footprints, noise suppression, Quantum error correction, and other related topics.
| Author | : Er-chang Shang |
| Publisher | : World Scientific |
| Total Pages | : 762 |
| Release | : 1999-05-11 |
| Genre | : |
| ISBN | : 9814544906 |
Download Theoretical And Computational Acoustics '97 Book in PDF, ePub and Kindle
This volume is dedicated to Dr Ding Lee for his untiring efforts in promoting the advancement of theoretical and computational acoustics.This proceedings volume provides a forum for active researchers to discuss the state-of-the-art developments and results in theoretical and computational acoustics, covering aero-, seismo- and ocean acoustics and related topics. It discusses multidimensional wave propagation modeling, methods of computational acoustics, wave propagation in rocks, fluid-solid interfaces, nonlinear acoustics, neural networks, real applications and experimental results.
| Author | : Stefan Host |
| Publisher | : John Wiley & Sons |
| Total Pages | : 373 |
| Release | : 2019-04-16 |
| Genre | : Technology & Engineering |
| ISBN | : 1119433789 |
Download Information and Communication Theory Book in PDF, ePub and Kindle
An important text that offers an in-depth guide to how information theory sets the boundaries for data communication In an accessible and practical style, Information and Communication Theory explores the topic of information theory and includes concrete tools that are appropriate for real-life communication systems. The text investigates the connection between theoretical and practical applications through a wide-variety of topics including an introduction to the basics of probability theory, information, (lossless) source coding, typical sequences as a central concept, channel coding, continuous random variables, Gaussian channels, discrete input continuous channels, and a brief look at rate distortion theory. The author explains the fundamental theory together with typical compression algorithms and how they are used in reality. He moves on to review source coding and how much a source can be compressed, and also explains algorithms such as the LZ family with applications to e.g. zip or png. In addition to exploring the channel coding theorem, the book includes illustrative examples of codes. This comprehensive text: Provides an adaptive version of Huffman coding that estimates source distribution Contains a series of problems that enhance an understanding of information presented in the text Covers a variety of topics including optimal source coding, channel coding, modulation and much more Includes appendices that explore probability distributions and the sampling theorem Written for graduate and undergraduate students studying information theory, as well as professional engineers, master’s students, Information and Communication Theory offers an introduction to how information theory sets the boundaries for data communication.
| Author | : JOHNS HOPKINS UNIV BALTIMORE MD DEPT OF ELECTRICAL ENGINEERING. |
| Publisher | : |
| Total Pages | : 4 |
| Release | : 1971 |
| Genre | : |
| ISBN | : |
Download Representation and Analysis of Signals. Nonparametric/Robust Methods and Non-Gaussian Models in Communication Theory Book in PDF, ePub and Kindle
During this contract work continued on research into the allied areas of nonparametric/robust methods and non-Gaussian models in communication theory. The former area was represented by work of Sullivan on robust processing of simultaneous data from an array of elements in which the standard analytical assumption of time independence is retained but dependence at an instant among the elements is allowed for and exploited, and by work of Keeler which treats real-time, fixed-memory-size detection with an m-dependent sequence of rank test statistics. J.H. Yang's invention of a two-channel phase-locked loop led to the inception of research on the quotient of two Gaussian processes - a non-central Cauchy process.
| Author | : John M. Goodman |
| Publisher | : |
| Total Pages | : 520 |
| Release | : 1975 |
| Genre | : Astronautics |
| ISBN | : |
Download Effect of the Ionosphere on Space Systems and Communications Book in PDF, ePub and Kindle
| Author | : Feng Ouyang |
| Publisher | : John Wiley & Sons |
| Total Pages | : 656 |
| Release | : 2019-08-28 |
| Genre | : Technology & Engineering |
| ISBN | : 1119418011 |
Download Digital Communication for Practicing Engineers Book in PDF, ePub and Kindle
Offers concise, practical knowledge on modern communication systems to help students transition smoothly into the workplace and beyond This book presents the most relevant concepts and technologies of today's communication systems and presents them in a concise and intuitive manner. It covers advanced topics such as Orthogonal Frequency-Division Multiplexing (OFDM) and Multiple-Input Multiple-Output (MIMO) Technology, which are enabling technologies for modern communication systems such as WiFi (including the latest enhancements) and LTE-Advanced. Following a brief introduction to the field, Digital Communication for Practicing Engineers immerses readers in the theories and technologies that engineers deal with. It starts off with Shannon Theorem and Information Theory, before moving on to basic modules of a communication system, including modulation, statistical detection, channel coding, synchronization, and equalization. The next part of the book discusses advanced topics such as OFDM and MIMO, and introduces several emerging technologies in the context of 5G cellular system radio interface. The book closes by outlining several current research areas in digital communications. In addition, this text: Breaks down the subject into self-contained lectures, which can be read individually or as a whole Focuses on the pros and cons of widely used techniques, while providing references for detailed mathematical analysis Follows the current technology trends, including advanced topics such as OFDM and MIMO Touches on content this is not usually contained in textbooks such as cyclo-stationary symbol timing recovery, adaptive self-interference canceler, and Tomlinson-Harashima precoder Includes many illustrations, homework problems, and examples Digital Communication for Practicing Engineers is an ideal guide for graduate students and professionals in digital communication looking to understand, work with, and adapt to the current and future technology.
| Author | : Kwonhue Choi |
| Publisher | : John Wiley & Sons |
| Total Pages | : 400 |
| Release | : 2016-02-29 |
| Genre | : Technology & Engineering |
| ISBN | : 1119060346 |
Download Problem-Based Learning in Communication Systems Using MATLAB and Simulink Book in PDF, ePub and Kindle
Designed to help teach and understand communication systems using a classroom-tested, active learning approach. Discusses communication concepts and algorithms, which are explained using simulation projects, accompanied by MATLAB and Simulink Provides step-by-step code exercises and instructions to implement execution sequences Includes a companion website that has MATLAB and Simulink model samples and templates (password: matlab)
