Gaussian Capacity Analysis PDF Download
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Author | : Liguang Liu |
Publisher | : Springer |
Total Pages | : 115 |
Release | : 2018-09-20 |
Genre | : Mathematics |
ISBN | : 3319950401 |
Download Gaussian Capacity Analysis Book in PDF, ePub and Kindle
This monograph develops the Gaussian functional capacity theory with applications to restricting the Gaussian Campanato/Sobolev/BV space. Included in the text is a new geometric characterization of the Gaussian 1-capacity and the Gaussian Poincaré 1-inequality. Applications to function spaces and geometric measures are also presented. This book will be of use to researchers who specialize in potential theory, elliptic differential equations, functional analysis, probability, and geometric measure theory.
Author | : Charles R. Baker |
Publisher | : |
Total Pages | : 23 |
Release | : 1987 |
Genre | : |
ISBN | : |
Download Information Capacity of Gaussian Channels Book in PDF, ePub and Kindle
Information capacity of Gaussian channels is one of the basic problems of information theory. Shannon's results for white Gaussian channels and Fano's waterfilling analysis of stationary Gaussian channnels are two of the best-known works of early information theory. Results are given here which extend to a general framework these results and others due to Gallager and to Kadota, Zakai, and Ziv. The development applies to arbitrary Gaussian channels when the channel noise has sample paths in a separable Banach space, and to a large class of Gaussian channels when the noise has sample paths in a linear topological vector space. Solutions for the capacity are given for both matched and mismatched channels. Keywords: Gaussian channels; Channel capacity; Shannon theory; Information theory.
Author | : Yaozhong Hu |
Publisher | : World Scientific |
Total Pages | : 483 |
Release | : 2016-08-30 |
Genre | : Mathematics |
ISBN | : 9813142197 |
Download Analysis On Gaussian Spaces Book in PDF, ePub and Kindle
'Written by a well-known expert in fractional stochastic calculus, this book offers a comprehensive overview of Gaussian analysis, with particular emphasis on nonlinear Gaussian functionals. In addition, it covers some topics that are not frequently encountered in other treatments, such as Littlewood-Paley-Stein, etc. This coverage makes the book a valuable addition to the literature. Many results presented in this book were hitherto available only in the research literature in the form of research papers by the author and his co-authors.'Mathematical Reviews ClippingsAnalysis of functions on the finite dimensional Euclidean space with respect to the Lebesgue measure is fundamental in mathematics. The extension to infinite dimension is a great challenge due to the lack of Lebesgue measure on infinite dimensional space. Instead the most popular measure used in infinite dimensional space is the Gaussian measure, which has been unified under the terminology of 'abstract Wiener space'.Out of the large amount of work on this topic, this book presents some fundamental results plus recent progress. We shall present some results on the Gaussian space itself such as the Brunn-Minkowski inequality, Small ball estimates, large tail estimates. The majority part of this book is devoted to the analysis of nonlinear functions on the Gaussian space. Derivative, Sobolev spaces are introduced, while the famous Poincaré inequality, logarithmic inequality, hypercontractive inequality, Meyer's inequality, Littlewood-Paley-Stein-Meyer theory are given in details.This book includes some basic material that cannot be found elsewhere that the author believes should be an integral part of the subject. For example, the book includes some interesting and important inequalities, the Littlewood-Paley-Stein-Meyer theory, and the Hörmander theorem. The book also includes some recent progress achieved by the author and collaborators on density convergence, numerical solutions, local times.
Author | : Thierry Etienne Klein |
Publisher | : |
Total Pages | : 306 |
Release | : 2001 |
Genre | : |
ISBN | : |
Download Capacity of Gaussian Noise Channels with Side Information and Feedback Book in PDF, ePub and Kindle
Author | : Wilfredo Urbina-Romero |
Publisher | : Springer |
Total Pages | : 477 |
Release | : 2019-06-21 |
Genre | : Mathematics |
ISBN | : 3030055973 |
Download Gaussian Harmonic Analysis Book in PDF, ePub and Kindle
Authored by a ranking authority in Gaussian harmonic analysis, this book embodies a state-of-the-art entrée at the intersection of two important fields of research: harmonic analysis and probability. The book is intended for a very diverse audience, from graduate students all the way to researchers working in a broad spectrum of areas in analysis. Written with the graduate student in mind, it is assumed that the reader has familiarity with the basics of real analysis as well as with classical harmonic analysis, including Calderón-Zygmund theory; also some knowledge of basic orthogonal polynomials theory would be convenient. The monograph develops the main topics of classical harmonic analysis (semigroups, covering lemmas, maximal functions, Littlewood-Paley functions, spectral multipliers, fractional integrals and fractional derivatives, singular integrals) with respect to the Gaussian measure. The text provide an updated exposition, as self-contained as possible, of all the topics in Gaussian harmonic analysis that up to now are mostly scattered in research papers and sections of books; also an exhaustive bibliography for further reading. Each chapter ends with a section of notes and further results where connections between Gaussian harmonic analysis and other connected fields, points of view and alternative techniques are given. Mathematicians and researchers in several areas will find the breadth and depth of the treatment of the subject highly useful.
Author | : Joel Gorham Smith |
Publisher | : |
Total Pages | : 246 |
Release | : 1969 |
Genre | : |
ISBN | : |
Download On the Information Capacity of Peak and Average Power Constrained Gaussian Channels Book in PDF, ePub and Kindle
Author | : Shunsuke Ihara |
Publisher | : |
Total Pages | : 32 |
Release | : 1991 |
Genre | : Gaussian processes |
ISBN | : |
Download Mutual Information and Capacity of the Continuous Time Gaussian Channel with Feedback Book in PDF, ePub and Kindle
Author | : Edward J. Wegman |
Publisher | : Springer Science & Business Media |
Total Pages | : 246 |
Release | : 2012-12-06 |
Genre | : Technology & Engineering |
ISBN | : 1461388597 |
Download Topics in Non-Gaussian Signal Processing Book in PDF, ePub and Kindle
Non-Gaussian Signal Processing is a child of a technological push. It is evident that we are moving from an era of simple signal processing with relatively primitive electronic cir cuits to one in which digital processing systems, in a combined hardware-software configura. tion, are quite capable of implementing advanced mathematical and statistical procedures. Moreover, as these processing techniques become more sophisticated and powerful, the sharper resolution of the resulting system brings into question the classic distributional assumptions of Gaussianity for both noise and signal processes. This in turn opens the door to a fundamental reexamination of structure and inference methods for non-Gaussian sto chastic processes together with the application of such processes as models in the context of filtering, estimation, detection and signal extraction. Based on the premise that such a fun damental reexamination was timely, in 1981 the Office of Naval Research initiated a research effort in Non-Gaussian Signal Processing under the Selected Research Opportunities Program.
Author | : Shunsuke Ihara |
Publisher | : World Scientific |
Total Pages | : 325 |
Release | : 1993-09-23 |
Genre | : Mathematics |
ISBN | : 9814505528 |
Download Information Theory For Continuous Systems Book in PDF, ePub and Kindle
This book provides a systematic mathematical analysis of entropy and stochastic processes, especially Gaussian processes, and its applications to information theory.The contents fall roughly into two parts. In the first part a unified treatment of entropy in information theory, probability theory and mathematical statistics is presented. The second part deals mostly with information theory for continuous communication systems. Particular emphasis is placed on the Gaussian channel.An advantage of this book is that, unlike most books on information theory, it places emphasis on continuous communication systems, rather than discrete ones.
Author | : Emmanuel Desurvire |
Publisher | : Cambridge University Press |
Total Pages | : 714 |
Release | : 2009-02-19 |
Genre | : Technology & Engineering |
ISBN | : 1139476653 |
Download Classical and Quantum Information Theory Book in PDF, ePub and Kindle
Information theory lies at the heart of modern technology, underpinning all communications, networking, and data storage systems. This book sets out, for the first time, a complete overview of both classical and quantum information theory. Throughout, the reader is introduced to key results without becoming lost in mathematical details. Opening chapters present the basic concepts and various applications of Shannon's entropy, moving on to the core features of quantum information and quantum computing. Topics such as coding, compression, error-correction, cryptography and channel capacity are covered from classical and quantum viewpoints. Employing an informal yet scientifically accurate approach, Desurvire provides the reader with the knowledge to understand quantum gates and circuits. Highly illustrated, with numerous practical examples and end-of-chapter exercises, this text is ideal for graduate students and researchers in electrical engineering and computer science, and practitioners in the telecommunications industry. Further resources and instructor-only solutions are available at www.cambridge.org/9780521881715.