Cyclostationarity Theory And Methods

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Cyclostationarity: Theory and Methods

Author : Fakher Chaari
Publisher : Springer Science & Business Media
ISBN 13 : 3319041878
Total Pages : 189 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Cyclostationarity: Theory and Methods by : Fakher Chaari

Download or read book Cyclostationarity: Theory and Methods written by Fakher Chaari and published by Springer Science & Business Media. This book was released on 2014-01-16 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the last decade the research in signal analysis was dominated by models that encompass nonstationarity as an important feature. This book presents the results of a workshop held in Grodek—Poland in February 2013 which was dedicated to the investigation of cyclostationary signals. Its main objective is to highlight the strong interactions between theory and applications of cyclostationary signals with the use of modern statistical tools. An important application of cyclostationary signals is the analysis of mechanical signals generated by a vibrating mechanism. Cyclostationary models are very important to perform basic operations on signals in both time and frequency domains. One of the fundamental problems in diagnosis of rotating machine is the identification of significant modulating frequencies that contribute to the cyclostationary nature of the signals. The book shows that there are modern tools available for analyzing cyclostationary signals without the assumption of gaussianity. Those methods are based on the ideas of bootstrap, subsampling and Fraction-of-time (FOT) models. The book is organised in two parts. The first part will be dedicated to pure theory on cyclostationarity. Applications are presented in the second part including several mechanical systems such as bearings, gears, with or without damages.

Cyclostationarity: Theory and Methods - II

Author : Fakher Chaari
Publisher : Springer
ISBN 13 : 3319163302
Total Pages : 210 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Cyclostationarity: Theory and Methods - II by : Fakher Chaari

Download or read book Cyclostationarity: Theory and Methods - II written by Fakher Chaari and published by Springer. This book was released on 2015-04-15 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports on the latest advances in the analysis of non-stationary signals, with special emphasis on cyclostationary systems. It includes cutting-edge contributions presented at the 7th Workshop on “Cyclostationary Systems and Their Applications,” which was held in Gródek nad Dunajcem, Poland, in February 2014. The book covers both the theoretical properties of cyclostationary models and processes, including estimation problems for systems exhibiting cyclostationary properties, and several applications of cyclostationary systems, including case studies on gears and bearings, and methods for implementing cyclostationary processes for damage assessment in condition-based maintenance operations. It addresses the needs of students, researchers and professionals in the broad fields of engineering, mathematics and physics, with a special focus on those studying or working with nonstationary and/or cyclostationary processes.

Cyclostationarity: Theory and Methods III

Author : Fakher Chaari
Publisher : Springer
ISBN 13 : 3319514458
Total Pages : 261 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Cyclostationarity: Theory and Methods III by : Fakher Chaari

Download or read book Cyclostationarity: Theory and Methods III written by Fakher Chaari and published by Springer. This book was released on 2017-02-25 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers contributions presented at the 9th Workshop on Cyclostationary Systems and Their Applications, held in Gródek nad Dunajcem, Poland in February 2016. It includes both theory-oriented and practice-oriented chapters. The former focus on heavy-tailed time series and processes, PAR models, rational spectra for PARMA processes, covariance invariant analysis, change point problems, and subsampling for time series, as well as the fraction-of-time approach, GARMA models and weak dependence. In turn, the latter report on case studies of various mechanical systems, and on stochastic and statistical methods, especially in the context of damage detection. The book provides students, researchers and professionals with a timely guide to cyclostationary systems, nonstationary processes and relevant engineering applications.

Cyclostationarity: Theory and Methods – IV

Author : Fakher Chaari
Publisher : Springer
ISBN 13 : 3030225291
Total Pages : 234 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Cyclostationarity: Theory and Methods – IV by : Fakher Chaari

Download or read book Cyclostationarity: Theory and Methods – IV written by Fakher Chaari and published by Springer. This book was released on 2019-07-31 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers contributions presented at the 10th Workshop on Cyclostationary Systems and Their Applications, held in Gródek nad Dunajcem, Poland in February 2017. It includes twelve interesting papers covering current topics related to both cyclostationary and general non stationary processes. Moreover, this book, which covers both theoretical and practical issues, offers a practice-oriented guide to the analysis of data sets with non-stationary behavior and a bridge between basic and applied research on nonstationary processes. It provides students, researchers and professionals with a timely guide on cyclostationary systems, nonstationary processes and relevant engineering applications.

Cyclostationary Processes and Time Series

Author : Antonio Napolitano
Publisher : Academic Press
ISBN 13 : 0081027370
Total Pages : 628 pages
Book Rating : 4.0/5 (81 download)

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Book Synopsis Cyclostationary Processes and Time Series by : Antonio Napolitano

Download or read book Cyclostationary Processes and Time Series written by Antonio Napolitano and published by Academic Press. This book was released on 2019-10-24 with total page 628 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many processes in nature arise from the interaction of periodic phenomena with random phenomena. The results are processes that are not periodic, but whose statistical functions are periodic functions of time. These processes are called cyclostationary and are an appropriate mathematical model for signals encountered in many fields including communications, radar, sonar, telemetry, acoustics, mechanics, econometrics, astronomy, and biology. Cyclostationary Processes and Time Series: Theory, Applications, and Generalizations addresses these issues and includes the following key features. - Presents the foundations and developments of the second- and higher-order theory of cyclostationary signals - Performs signal analysis using both the classical stochastic process approach and the functional approach for time series - Provides applications in signal detection and estimation, filtering, parameter estimation, source location, modulation format classification, and biological signal characterization - Includes algorithms for cyclic spectral analysis along with Matlab/Octave code - Provides generalizations of the classical cyclostationary model in order to account for relative motion between transmitter and receiver and describe irregular statistical cyclicity in the data

Cyclostationarity in Communications and Signal Processing

Author : William A. Gardner
Publisher : Institute of Electrical & Electronics Engineers(IEEE)
ISBN 13 :
Total Pages : 528 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Cyclostationarity in Communications and Signal Processing by : William A. Gardner

Download or read book Cyclostationarity in Communications and Signal Processing written by William A. Gardner and published by Institute of Electrical & Electronics Engineers(IEEE). This book was released on 1994 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: From this book, you will learn new concepts, methods, and algorithms for performing signal processing tasks and designing and analyzing communications systems.

Generalizations of Cyclostationary Signal Processing

Author : Antonio Napolitano
Publisher : John Wiley & Sons
ISBN 13 : 1118437918
Total Pages : 452 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis Generalizations of Cyclostationary Signal Processing by : Antonio Napolitano

Download or read book Generalizations of Cyclostationary Signal Processing written by Antonio Napolitano and published by John Wiley & Sons. This book was released on 2012-12-07 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: The relative motion between the transmitter and the receiver modifies the nonstationarity properties of the transmitted signal. In particular, the almost-cyclostationarity property exhibited by almost all modulated signals adopted in communications, radar, sonar, and telemetry can be transformed into more general kinds of nonstationarity. A proper statistical characterization of the received signal allows for the design of signal processing algorithms for detection, estimation, and classification that significantly outperform algorithms based on classical descriptions of signals.Generalizations of Cyclostationary Signal Processing addresses these issues and includes the following key features: Presents the underlying theoretical framework, accompanied by details of their practical application, for the mathematical models of generalized almost-cyclostationary processes and spectrally correlated processes; two classes of signals finding growing importance in areas such as mobile communications, radar and sonar. Explains second- and higher-order characterization of nonstationary stochastic processes in time and frequency domains. Discusses continuous- and discrete-time estimators of statistical functions of generalized almost-cyclostationary processes and spectrally correlated processes. Provides analysis of mean-square consistency and asymptotic Normality of statistical function estimators. Offers extensive analysis of Doppler channels owing to the relative motion between transmitter and receiver and/or surrounding scatterers. Performs signal analysis using both the classical stochastic-process approach and the functional approach, where statistical functions are built starting from a single function of time.

Non-Stationary Stochastic Processes Estimation

Author : Maksym Luz
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3111325628
Total Pages : 310 pages
Book Rating : 4.1/5 (113 download)

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Book Synopsis Non-Stationary Stochastic Processes Estimation by : Maksym Luz

Download or read book Non-Stationary Stochastic Processes Estimation written by Maksym Luz and published by Walter de Gruyter GmbH & Co KG. This book was released on 2024-05-20 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: The problem of forecasting future values of economic and physical processes, the problem of restoring lost information, cleaning signals or other data observations from noise, is magnified in an information-laden word. Methods of stochastic processes estimation depend on two main factors. The first factor is construction of a model of the process being investigated. The second factor is the available information about the structure of the process under consideration. In this book, we propose results of the investigation of the problem of mean square optimal estimation (extrapolation, interpolation, and filtering) of linear functionals depending on unobserved values of stochastic sequences and processes with periodically stationary and long memory multiplicative seasonal increments. Formulas for calculating the mean square errors and the spectral characteristics of the optimal estimates of the functionals are derived in the case of spectral certainty, where spectral structure of the considered sequences and processes are exactly known. In the case where spectral densities of the sequences and processes are not known exactly while some sets of admissible spectral densities are given, we apply the minimax-robust method of estimation.

Dynamic Spectrum Management

Author : Ying-Chang Liang
Publisher : Springer Nature
ISBN 13 : 9811507767
Total Pages : 180 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Dynamic Spectrum Management by : Ying-Chang Liang

Download or read book Dynamic Spectrum Management written by Ying-Chang Liang and published by Springer Nature. This book was released on 2019-11-02 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book, authored by a world-leading researcher in this field, describes fundamentals of dynamic spectrum management, provides a systematic overview on the enabling technologies covering cognitive radio, blockchain, and artificial intelligence, and offers valuable guidance for designing advanced wireless communications systems. This book is intended for a broad range of readers, including students and professionals in this field, as well as radio spectrum policy makers.

Advances in Signal Processing: Reviews, Book Series, Vol. 1

Author : Sergey Yurish
Publisher : Lulu.com
ISBN 13 : 8409043297
Total Pages : 550 pages
Book Rating : 4.4/5 (9 download)

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Book Synopsis Advances in Signal Processing: Reviews, Book Series, Vol. 1 by : Sergey Yurish

Download or read book Advances in Signal Processing: Reviews, Book Series, Vol. 1 written by Sergey Yurish and published by Lulu.com. This book was released on 2018-11-25 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt: The principles of signal processing are using widely in telecommunications, control systems, sensors, smartphones, tablets, TV, video- and photo-cameras, computers, audio systems, etc. Written by 43 experienced and well-respected experts from universities, research centres and industry from 14 countries: Argentina, Australia, Brazil, China, Ecuador, France, Japan, Poland, Portugal, Spain, Switzerland, UK, Ukraine and USA the 'Advances is Signal Processing: Reviews', Vol. 1, Book Series, contains 13 chapters from the signals and systems theory to real-world applications. The authors discuss existing issues and ways to overcome these problems as well as the new challenges arising in the field. The book concludes with methods for the efficient implementation of algorithms in hardware and software. The advantages and disadvantages of different approaches are presented in the context of practical examples.

Signal Theory

Author : Lewis Embree Franks
Publisher :
ISBN 13 :
Total Pages : 344 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis Signal Theory by : Lewis Embree Franks

Download or read book Signal Theory written by Lewis Embree Franks and published by . This book was released on 1981 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Nonstationary Systems: Theory and Applications

Author : Fakher Chaari
Publisher : Springer Nature
ISBN 13 : 3030821102
Total Pages : 439 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Nonstationary Systems: Theory and Applications by : Fakher Chaari

Download or read book Nonstationary Systems: Theory and Applications written by Fakher Chaari and published by Springer Nature. This book was released on 2021-07-21 with total page 439 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers an overview of current and recent methods for the analysis of the nonstationary processes, focusing on cyclostationary systems that are ubiquitous in various application fields. Based on the 13th Workshop on Nonstationary Systems and Their Applications, held on February 3-5, 2020, in Grodek nad Dunajcem, Poland, the book merges theoretical contributions describing new statistical and intelligent methods for analyzing nonstationary processes, and applied works showing how the proposed methods can be implemented in practice and do perform in real-world case studies. A significant part of the book is dedicated to nonstationary systems applications, with a special emphasis on those in condition monitoring.

Periodically Correlated Random Sequences

Author : Harry L. Hurd
Publisher : John Wiley & Sons
ISBN 13 : 9780470182826
Total Pages : 384 pages
Book Rating : 4.1/5 (828 download)

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Book Synopsis Periodically Correlated Random Sequences by : Harry L. Hurd

Download or read book Periodically Correlated Random Sequences written by Harry L. Hurd and published by John Wiley & Sons. This book was released on 2007-11-09 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Uniquely combining theory, application, and computing, this book explores the spectral approach to time series analysis The use of periodically correlated (or cyclostationary) processes has become increasingly popular in a range of research areas such as meteorology, climate, communications, economics, and machine diagnostics. Periodically Correlated Random Sequences presents the main ideas of these processes through the use of basic definitions along with motivating, insightful, and illustrative examples. Extensive coverage of key concepts is provided, including second-order theory, Hilbert spaces, Fourier theory, and the spectral theory of harmonizable sequences. The authors also provide a paradigm for nonparametric time series analysis including tests for the presence of PC structures. Features of the book include: An emphasis on the link between the spectral theory of unitary operators and the correlation structure of PC sequences A discussion of the issues relating to nonparametric time series analysis for PC sequences, including estimation of the mean, correlation, and spectrum A balanced blend of historical background with modern application-specific references to periodically correlated processes An accompanying Web site that features additional exercises as well as data sets and programs written in MATLAB® for performing time series analysis on data that may have a PC structure Periodically Correlated Random Sequences is an ideal text on time series analysis for graduate-level statistics and engineering students who have previous experience in second-order stochastic processes (Hilbert space), vector spaces, random processes, and probability. This book also serves as a valuable reference for research statisticians and practitioners in areas of probability and statistics such as time series analysis, stochastic processes, and prediction theory.

Signal Processing for Cognitive Radios

Author : Sudharman K. Jayaweera
Publisher : John Wiley & Sons
ISBN 13 : 1118986768
Total Pages : 763 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Signal Processing for Cognitive Radios by : Sudharman K. Jayaweera

Download or read book Signal Processing for Cognitive Radios written by Sudharman K. Jayaweera and published by John Wiley & Sons. This book was released on 2014-11-19 with total page 763 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines signal processing techniques for cognitive radios. The book is divided into three parts: Part I, is an introduction to cognitive radios and presents a history of the cognitive radio (CR), and introduce their architecture, functionalities, ideal aspects, hardware platforms, and state-of-the-art developments. Dr. Jayaweera also introduces the specific type of CR that has gained the most research attention in recent years: the CR for Dynamic Spectrum Access (DSA). Part II of the book, Theoretical Foundations, guides the reader from classical to modern theories on statistical signal processing and inference. The author addresses detection and estimation theory, power spectrum estimation, classification, adaptive algorithms (machine learning), and inference and decision processes. Applications to the signal processing, inference and learning problems encountered in cognitive radios are interspersed throughout with concrete and accessible examples. Part III of the book, Signal Processing in Radios, identifies the key signal processing, inference, and learning tasks to be performed by wideband autonomous cognitive radios. The author provides signal processing solutions to each task by relating the tasks to materials covered in Part II. Specialized chapters then discuss specific signal processing algorithms required for DSA and DSS cognitive radios.

Cybernetics and Automation Control Theory Methods in Intelligent Algorithms

Author : Radek Silhavy
Publisher : Springer
ISBN 13 : 3030198138
Total Pages : 382 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Cybernetics and Automation Control Theory Methods in Intelligent Algorithms by : Radek Silhavy

Download or read book Cybernetics and Automation Control Theory Methods in Intelligent Algorithms written by Radek Silhavy and published by Springer. This book was released on 2019-05-09 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses novel intelligent-system algorithms and methods in cybernetics, presenting new approaches in the field of cybernetics and automation control theory. It constitutes the proceedings of the Cybernetics and Automation Control Theory Methods in Intelligent Algorithms Section of the 8th Computer Science On-line Conference 2019 (CSOC 2019), held on-line in April 2019.

Advances in Intelligent Systems and Computing V

Author : Natalya Shakhovska
Publisher : Springer Nature
ISBN 13 : 3030632709
Total Pages : 1190 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Advances in Intelligent Systems and Computing V by : Natalya Shakhovska

Download or read book Advances in Intelligent Systems and Computing V written by Natalya Shakhovska and published by Springer Nature. This book was released on 2020-12-22 with total page 1190 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports on new theories and applications in the field of intelligent systems and computing. It covers cutting-edge computational and artificial intelligence methods, advances in computer vision, big data, cloud computing, and computation linguistics, as well as cyber-physical and intelligent information management systems. The respective chapters are based on selected papers presented at the workshop on intelligent systems and computing, held during the International Conference on Computer Science and Information Technologies, CSIT 2020, which was jointly organized on September 23-26, 2020, by the Lviv Polytechnic National University, Ukraine, the Kharkiv National University of Radio Electronics, Ukraine, and the Technical University of Lodz, Poland, under patronage of Ministry of Education and Science of Ukraine. Given its breadth of coverage, the book provides academics and professionals with extensive information and a timely snapshot of the field of intelligent systems, and is sure to foster new discussions and collaborations among different groups.

S-Parameters for Signal Integrity

Author : Peter J. Pupalaikis
Publisher : Cambridge University Press
ISBN 13 : 1108808344
Total Pages : 667 pages
Book Rating : 4.1/5 (88 download)

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Book Synopsis S-Parameters for Signal Integrity by : Peter J. Pupalaikis

Download or read book S-Parameters for Signal Integrity written by Peter J. Pupalaikis and published by Cambridge University Press. This book was released on 2020-02-06 with total page 667 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master the usage of s-parameters in signal integrity applications and gain full understanding of your simulation and measurement environment with this rigorous and practical guide. Solve specific signal integrity problems including calculation of the s-parameters of a network, linear simulation of circuits, de-embedding, and virtual probing, all with expert guidance. Learn about the interconnectedness of s-parameters, frequency responses, filters, and waveforms. This invaluable resource for signal integrity engineers is supplemented with the open-source software SignalIntegrity, a Python package for scripting solutions to signal integrity problems.