Mathématiques du signal et statistiques à l'IUT - Cours et travaux dirigés. IUT mesures physiques PDF Download

Author: Angela Gammella-Mathieu
Publisher: Editions Ellipses
ISBN: 2340088135
Category : Science
Languages : fr
Pages : 530

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Book Description
Le présent ouvrage, consacré aux mathématiques du signal et aux statistiques, est rédigé dans un langage simple mais rigoureux, pour être accessible à un large public. Principalement destiné aux étudiants préparant un DUT de Mesures Physiques, ce livre couvre aussi les programmes de plusieurs autres IUT et de certains BTS. De plus, il peut être utilisé par les étudiants inscrits à l’université en licence ou en master, par les élèves des classes préparatoires scientifiques et commerciales, par les élèves des classes préparatoires intégrées, par les élèves ingénieurs, par les candidats aux concours de l’enseignement, et, dans une moindre mesure, par tous les professionnels qui utilisent les mathématiques. Trois parties sont développées. La première partie traite essentiellement des séries de Fourier et des transformations de Fourier, de Laplace et en Z. La deuxième partie introduit les statistiques inférentielles et étudie les problèmes d’estimation et les tests statistiques. La dernière partie contient des compléments pour tous les étudiants qui poursuivent leurs études, notamment en écoles d’ingénieurs. Tous les chapitres comportent des rappels de cours avec démonstration des principaux résultats et proposent des exercices variés, classés par ordre de difficulté et entièrement corrigés. Des sujets d’examen et des questionnaires à choix multiples sont également fournis afin de permettre aux lecteurs de réviser efficacement.

Author: Angela Gammella-Mathieu
Publisher:
ISBN: 9782340030190
Category :
Languages : fr
Pages : 528

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Book Description

Author: Pierre Bremaud
Publisher: Springer Science & Business Media
ISBN: 147573669X
Category : Mathematics
Languages : en
Pages : 263

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Book Description
From the reviews: "[...] the interested reader will find in Bremaud’s book an invaluable reference because of its coverage, scope and style, as well as of the unified treatment it offers of (signal processing oriented) Fourier and wavelet basics." Mathematical Reviews

Author: Ales Prochazka
Publisher: Springer Science & Business Media
ISBN: 1461217687
Category : Technology & Engineering
Languages : en
Pages : 520

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Book Description
Methods of signal analysis represent a broad research topic with applications in many disciplines, including engineering, technology, biomedicine, seismography, eco nometrics, and many others based upon the processing of observed variables. Even though these applications are widely different, the mathematical background be hind them is similar and includes the use of the discrete Fourier transform and z-transform for signal analysis, and both linear and non-linear methods for signal identification, modelling, prediction, segmentation, and classification. These meth ods are in many cases closely related to optimization problems, statistical methods, and artificial neural networks. This book incorporates a collection of research papers based upon selected contri butions presented at the First European Conference on Signal Analysis and Predic tion (ECSAP-97) in Prague, Czech Republic, held June 24-27, 1997 at the Strahov Monastery. Even though the Conference was intended as a European Conference, at first initiated by the European Association for Signal Processing (EURASIP), it was very gratifying that it also drew significant support from other important scientific societies, including the lEE, Signal Processing Society of IEEE, and the Acoustical Society of America. The organizing committee was pleased that the re sponse from the academic community to participate at this Conference was very large; 128 summaries written by 242 authors from 36 countries were received. In addition, the Conference qualified under the Continuing Professional Development Scheme to provide PD units for participants and contributors.

Author: Swagata Nandi
Publisher: Springer Nature
ISBN: 9811562806
Category : Computers
Languages : en
Pages : 265

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Book Description
This book introduces readers to various signal processing models that have been used in analyzing periodic data, and discusses the statistical and computational methods involved. Signal processing can broadly be considered to be the recovery of information from physical observations. The received signals are usually disturbed by thermal, electrical, atmospheric or intentional interferences, and due to their random nature, statistical techniques play an important role in their analysis. Statistics is also used in the formulation of appropriate models to describe the behavior of systems, the development of appropriate techniques for estimation of model parameters and the assessment of the model performances. Analyzing different real-world data sets to illustrate how different models can be used in practice, and highlighting open problems for future research, the book is a valuable resource for senior undergraduate and graduate students specializing in mathematics or statistics.

Author: Bernard C. Levy
Publisher: Springer Science & Business Media
ISBN: 0387765441
Category : Technology & Engineering
Languages : en
Pages : 647

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Book Description
This textbook provides a comprehensive and current understanding of signal detection and estimation, including problems and solutions for each chapter. Signal detection plays an important role in fields such as radar, sonar, digital communications, image processing, and failure detection. The book explores both Gaussian detection and detection of Markov chains, presenting a unified treatment of coding and modulation topics. Addresses asymptotic of tests with the theory of large deviations, and robust detection. This text is appropriate for students of Electrical Engineering in graduate courses in Signal Detection and Estimation.

Author: Wojbor A. Woyczynski
Publisher: Springer Science & Business Media
ISBN: 0817645160
Category : Mathematics
Languages : en
Pages : 216

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Book Description
This self-contained, deliberately compact, and user-friendly book is designed for a first, one-semester course in statistical signal analysis for a broad audience of students in engineering and the physical sciences. The emphasis throughout is on fundamental concepts and relationships in the statistical theory of stationary random signals, explained in a concise, yet fairly rigorous presentation. Developed by the author over the course of several years of classroom use, this book may be used by junior/senior undergraduates or graduate students in electrical, systems, computer, and biomedical engineering, as well as the physical sciences.

Author: Wojbor A. Woyczyński
Publisher: Springer Nature
ISBN: 3030209083
Category : Mathematics
Languages : en
Pages : 332

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Book Description
This self-contained and user-friendly textbook is designed for a first, one-semester course in statistical signal analysis for a broad audience of students in engineering and the physical sciences. The emphasis throughout is on fundamental concepts and relationships in the statistical theory of stationary random signals, which are explained in a concise, yet rigorous presentation. With abundant practice exercises and thorough explanations, A First Course in Statistics for Signal Analysis is an excellent tool for both teaching students and training laboratory scientists and engineers. Improvements in the second edition include considerably expanded sections, enhanced precision, and more illustrative figures.

Author: J. R. Higgins
Publisher: Oxford University Press
ISBN: 9780198534969
Category : Mathematics
Languages : en
Pages : 320

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Book Description
Volume 1 in this series laid the mathematical foundations of sampling theory; Volume 2 surveys the many applications of the theory both within mathematics and in other areas of science. Topics range over a wide variety of areas, and each application is given a modern treatment.

Author: Carl W. Helstrom
Publisher: Elsevier
ISBN: 1483156850
Category : Technology & Engineering
Languages : en
Pages : 485

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Book Description
Statistical Theory of Signal Detection, Second Edition provides an elementary introduction to the theory of statistical testing of hypotheses that is related to the detection of signals in radar and communications technology. This book presents a comprehensive survey of digital communication systems. Organized into 11 chapters, this edition begins with an overview of the theory of signal detection and the typical detection problem. This text then examines the goals of the detection system, which are defined through an analogy with the testing of statistical hypotheses. Other chapters consider the noise fluctuations in terms of probability distributions whereby the statistical information is used to design a receiver that attains the maximum rate of successful detections in a long series of trials. This book discusses as well the criteria of success and failure in statistical situations. The final chapter deals with the types of stochastic signals. This book is a valuable resource for mathematicians and engineers.