Cyclostationary Processes and Time Series

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  • Publisher : Academic Press
  • Release : 24 October 2019
  • ISBN : 9780081027370
  • Page : 626 pages
  • Rating : 4.5/5 from 103 voters

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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

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Cyclostationary Processes and Time Series

Cyclostationary Processes and Time Series
  • Author : Antonio Napolitano
  • Publisher : Academic Press
  • Release Date : 2019-10-24
  • ISBN : 9780081027370
GET THIS BOOKCyclostationary Processes and Time Series

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

Cyclostationarity: Theory and Methods - II

Cyclostationarity: Theory and Methods - II
  • Author : Fakher Chaari,Jacek Leskow,Antonio Napolitano,Radoslaw Zimroz,Agnieszka Wylomanska,Anna Dudek
  • Publisher : Springer
  • Release Date : 2015-04-15
  • ISBN : 9783319163307
GET THIS BOOKCyclostationarity: Theory and Methods - II

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

Modern Spectrum Analysis of Time Series

Modern Spectrum Analysis of Time Series
  • Author : Prabhakar S. Naidu
  • Publisher : CRC Press
  • Release Date : 1995-10-25
  • ISBN : 0849324645
GET THIS BOOKModern Spectrum Analysis of Time Series

Spectrum analysis can be considered as a topic in statistics as well as a topic in digital signal processing (DSP). This book takes a middle course by emphasizing the time series models and their impact on spectrum analysis. The text begins with elements of probability theory and goes on to introduce the theory of stationary stochastic processes. The depth of coverage is extensive. Many topics of concern to spectral characterization of Gaussian and non-Gaussian time series, scalar and vector time

Digital Signal Processing Handbook on CD-ROM

Digital Signal Processing Handbook on CD-ROM
  • Author : VIJAY MADISETTI,Douglas Williams
  • Publisher : CRC Press
  • Release Date : 1999-02-26
  • ISBN : 9780849321351
GET THIS BOOKDigital Signal Processing Handbook on CD-ROM

A best-seller in its print version, this comprehensive CD-ROM reference contains unique, fully searchable coverage of all major topics in digital signal processing (DSP), establishing an invaluable, time-saving resource for the engineering community. Its unique and broad scope includes contributions from all DSP specialties, including: telecommunications, computer engineering, acoustics, seismic data analysis, DSP software and hardware, image and video processing, remote sensing, multimedia applications, medical technology, radar and sonar applications

Analysis of Gravitational-Wave Data

Analysis of Gravitational-Wave Data
  • Author : Piotr Jaranowski,Andrzej Krolak
  • Publisher : Cambridge University Press
  • Release Date : 2009-08-27
  • ISBN : 9780521864596
GET THIS BOOKAnalysis of Gravitational-Wave Data

Research in this field has grown considerably in recent years due to the commissioning of a world-wide network of large-scale detectors. This network collects a very large amount of data that is currently being analyzed and interpreted. This book introduces researchers entering the field, and researchers currently analyzing the data, to the field of gravitational-wave data analysis. An ideal starting point for studying the issues related to current gravitational-wave research, the book contains detailed derivations of the basic formulae related

Advances in Imaging and Electron Physics

Advances in Imaging and Electron Physics
  • Author : Peter W. Hawkes
  • Publisher : Elsevier
  • Release Date : 2005-07-15
  • ISBN : 0080458548
GET THIS BOOKAdvances in Imaging and Electron Physics

Advances in Imaging and Electron Physics merges two long-running serials-Advances in Electronics and Electron Physics and Advances in Optical and Electron Microscopy. This series features extended articles on the physics of electron devices (especially semiconductor devices), particle optics at high and low energies, microlithography, image science and digital image processing, electromagnetic wave propagation, electron microscopy, and the computing methods used in all these domains.

Time-Frequency Signal Analysis and Processing

Time-Frequency Signal Analysis and Processing
  • Author : Boualem Boashash
  • Publisher : Academic Press
  • Release Date : 2015-12-11
  • ISBN : 9780123985255
GET THIS BOOKTime-Frequency Signal Analysis and Processing

Time-Frequency Signal Analysis and Processing (TFSAP) is a collection of theory, techniques and algorithms used for the analysis and processing of non-stationary signals, as found in a wide range of applications including telecommunications, radar, and biomedical engineering. This book gives the university researcher and R&D engineer insights into how to use TFSAP methods to develop and implement the engineering application systems they require. New to this edition: New sections on Efficient and Fast Algorithms; a "Getting Started" chapter enabling

Cyclostationarity in Communications and Signal Processing

Cyclostationarity in Communications and Signal Processing
  • Author : William A. Gardner
  • Publisher : IEEE
  • Release Date : 1994
  • ISBN : UOM:39015033966113
GET THIS BOOKCyclostationarity in Communications and Signal Processing

From this book, you will learn new concepts, methods, and algorithms for performing signal processing tasks and designing and analyzing communications systems.

Cyclostationarity: Theory and Methods

Cyclostationarity: Theory and Methods
  • Author : Fakher Chaari,Jacek Leśkow,Antonio Napolitano,Andrea Sanchez-Ramirez
  • Publisher : Springer Science & Business Media
  • Release Date : 2014-01-16
  • ISBN : 9783319041872
GET THIS BOOKCyclostationarity: Theory and Methods

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

Digital Signal Processing Fundamentals

Digital Signal Processing Fundamentals
  • Author : Vijay Madisetti
  • Publisher : CRC Press
  • Release Date : 2017-12-19
  • ISBN : 9781351835725
GET THIS BOOKDigital Signal Processing Fundamentals

Now available in a three-volume set, this updated and expanded edition of the bestselling The Digital Signal Processing Handbook continues to provide the engineering community with authoritative coverage of the fundamental and specialized aspects of information-bearing signals in digital form. Encompassing essential background material, technical details, standards, and software, the second edition reflects cutting-edge information on signal processing algorithms and protocols related to speech, audio, multimedia, and video processing technology associated with standards ranging from WiMax to MP3 audio, low-power/

Generalizations of Cyclostationary Signal Processing

Generalizations of Cyclostationary Signal Processing
  • Author : Antonio Napolitano
  • Publisher : John Wiley & Sons
  • Release Date : 2012-12-07
  • ISBN : 9781118437919
GET THIS BOOKGeneralizations of Cyclostationary Signal Processing

The relative motion between the transmitter and the receivermodifies the nonstationarity properties of the transmitted signal.In particular, the almost-cyclostationarity property exhibited byalmost all modulated signals adopted in communications, radar,sonar, and telemetry can be transformed into more general kinds ofnonstationarity. A proper statistical characterization of thereceived signal allows for the design of signal processingalgorithms for detection, estimation, and classification thatsignificantly outperform algorithms based on classical descriptionsof signals.Generalizations of Cyclostationary SignalProcessing addresses these issues and includes thefollowing key features:

Nonstationary Systems

Nonstationary Systems
  • Author : Fakher Chaari
  • Publisher : Springer Nature
  • Release Date : 2022
  • ISBN : 9783030821104
GET THIS BOOKNonstationary Systems

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

Cyclostationarity: Theory and Methods – IV

Cyclostationarity: Theory and Methods – IV
  • Author : Fakher Chaari,Jacek Leskow,Radoslaw Zimroz,Agnieszka Wyłomańska,Anna Dudek
  • Publisher : Springer
  • Release Date : 2019-07-31
  • ISBN : 9783030225292
GET THIS BOOKCyclostationarity: Theory and Methods – IV

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

Advances in Signal Processing

Advances in Signal Processing
  • Author : Margarita Favorskaya,Lakhmi C. Jain
  • Publisher : Springer Nature
  • Release Date : 2020-03-19
  • ISBN : 9783030403126
GET THIS BOOKAdvances in Signal Processing

This book attempts to improve algorithms by novel theories and complex data analysis in different scopes including object detection, remote sensing, data transmission, data fusion, gesture recognition, and medical image processing and analysis. The book is directed to the Ph.D. students, professors, researchers, and software developers working in the areas of digital video processing and computer vision technologies.

Periodically Correlated Random Sequences

Periodically Correlated Random Sequences
  • Author : Harry L. Hurd,Abolghassem Miamee
  • Publisher : John Wiley & Sons
  • Release Date : 2007-11-09
  • ISBN : 0470182822
GET THIS BOOKPeriodically Correlated Random Sequences

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