Cyclostationary Processes and Time Series

Written By Antonio Napolitano
Cyclostationary Processes and Time Series
  • Publsiher : Academic Press
  • Release : 24 October 2019
  • ISBN : 0081027370
  • Pages : 626 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Cyclostationary Processes and Time Series written by Antonio Napolitano which was release on 24 October 2019, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. 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

Cyclostationary Processes and Time Series

Cyclostationary Processes and Time Series
  • Author : Antonio Napolitano
  • Publisher : Academic Press
  • Release Date : 2019-10-24
  • Total pages : 626
  • ISBN : 0081027370
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Summary : 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, ...

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
  • Total pages : 206
  • ISBN : 0081027370
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Summary : 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 ...

Periodically Correlated Random Sequences

Periodically Correlated Random Sequences
  • Author : Harry L. Hurd,Abolghassem Miamee
  • Publisher : John Wiley & Sons
  • Release Date : 2007-11-09
  • Total pages : 384
  • ISBN : 0081027370
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Summary : 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 ...

Modern Spectrum Analysis of Time Series

Modern Spectrum Analysis of Time Series
  • Author : Prabhakar S. Naidu
  • Publisher : CRC Press
  • Release Date : 1995-10-25
  • Total pages : 416
  • ISBN : 0081027370
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Summary : 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 ...

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
  • Total pages : 1760
  • ISBN : 0081027370
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Summary : 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 ...

Analysis of Gravitational Wave Data

Analysis of Gravitational Wave Data
  • Author : Piotr Jaranowski,Andrzej Krolak
  • Publisher : Cambridge University Press
  • Release Date : 2009-08-27
  • Total pages : 257
  • ISBN : 0081027370
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Summary : 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, ...

Time Frequency Signal Analysis and Processing

Time Frequency Signal Analysis and Processing
  • Author : Boualem Boashash
  • Publisher : Academic Press
  • Release Date : 2015-12-11
  • Total pages : 1056
  • ISBN : 0081027370
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Summary : 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 ...

Advances in Imaging and Electron Physics

Advances in Imaging and Electron Physics
  • Author : Peter W. Hawkes
  • Publisher : Elsevier
  • Release Date : 2005-07-15
  • Total pages : 368
  • ISBN : 0081027370
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Summary : 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, ...

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
  • Total pages : 186
  • ISBN : 0081027370
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Summary : 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 ...

Digital Signal Processing Fundamentals

Digital Signal Processing Fundamentals
  • Author : Vijay Madisetti
  • Publisher : CRC Press
  • Release Date : 2017-12-19
  • Total pages : 904
  • ISBN : 0081027370
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Summary : 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 ...

Nonstationary Systems

Nonstationary Systems
  • Author : Fakher Chaari
  • Publisher : Springer Nature
  • Release Date : 2022
  • Total pages : 439
  • ISBN : 0081027370
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Summary : 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 ...

Advances in Signal Processing

Advances in Signal Processing
  • Author : Margarita Favorskaya,Lakhmi C. Jain
  • Publisher : Springer Nature
  • Release Date : 2020-03-19
  • Total pages : 150
  • ISBN : 0081027370
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Summary : 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 ...

Generalizations of Cyclostationary Signal Processing

Generalizations of Cyclostationary Signal Processing
  • Author : Antonio Napolitano
  • Publisher : John Wiley & Sons
  • Release Date : 2012-12-07
  • Total pages : 504
  • ISBN : 0081027370
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Summary : 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 ...

European Control Conference 1991

European Control Conference 1991
  • Author : Anonim
  • Publisher : European Control Association
  • Release Date : 1991-07-02
  • Total pages : 979
  • ISBN : 0081027370
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Summary : Proceedings of the European Control Conference 1991, July 2-5, 1991, Grenoble, France...

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
  • Total pages : 225
  • ISBN : 0081027370
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Summary : 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 ...