Nonlinear And Nonstationary Signal Processing
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Author | : W. J. Fitzgerald |
Publisher | : Cambridge University Press |
Total Pages | : 510 |
Release | : 2000 |
Genre | : Mathematics |
ISBN | : 9780521800440 |
Download Nonlinear and Nonstationary Signal Processing Book in PDF, Epub and Kindle
Signal processing, nonlinear data analysis, nonlinear time series, nonstationary processes.
Author | : Kenneth E. Barner |
Publisher | : CRC Press |
Total Pages | : 560 |
Release | : 2003-11-24 |
Genre | : Technology & Engineering |
ISBN | : 0203010418 |
Download Nonlinear Signal and Image Processing Book in PDF, Epub and Kindle
Nonlinear signal and image processing methods are fast emerging as an alternative to established linear methods for meeting the challenges of increasingly sophisticated applications. Advances in computing performance and nonlinear theory are making nonlinear techniques not only viable, but practical. This book details recent advances in nonl
Author | : Arturo Roman Messina |
Publisher | : Springer Science & Business Media |
Total Pages | : 278 |
Release | : 2009-04-21 |
Genre | : Technology & Engineering |
ISBN | : 0387895302 |
Download Inter-area Oscillations in Power Systems Book in PDF, Epub and Kindle
The study of complex dynamic processes governed by nonlinear and nonstationary characteristics is a problem of great importance in the analysis and control of power system oscillatory behavior. Power system dynamic processes are highly random, nonlinear to some extent, and intrinsically nonstationary even over short time intervals as in the case of severe transient oscillations in which switching events and control actions interact in a complex manner. Phenomena observed in power system oscillatory dynamics are diverse and complex. Measured ambient data are known to exhibit noisy, nonstationary fluctuations resulting primarily from small magnitude, random changes in load, driven by low-scale motions or nonlinear trends originating from slow control actions or changes in operating conditions. Forced oscillations resulting from major cascading events, on the other hand, may contain motions with a broad range of scales and can be highly nonlinear and time-varying. Prediction of temporal dynamics, with the ultimate application to real-time system monitoring, protection and control, remains a major research challenge due to the complexity of the driving dynamic and control processes operating on various temporal scales that can become dynamically involved. An understanding of system dynamics is critical for reliable inference of the underlying mechanisms in the observed oscillations and is needed for the development of effective wide-area measurement and control systems, and for improved operational reliability.
Author | : Arturo Roman Messina |
Publisher | : Springer |
Total Pages | : 275 |
Release | : 2009-03-19 |
Genre | : Technology & Engineering |
ISBN | : 9780387895291 |
Download Inter-area Oscillations in Power Systems Book in PDF, Epub and Kindle
The study of complex dynamic processes governed by nonlinear and nonstationary characteristics is a problem of great importance in the analysis and control of power system oscillatory behavior. Power system dynamic processes are highly random, nonlinear to some extent, and intrinsically nonstationary even over short time intervals as in the case of severe transient oscillations in which switching events and control actions interact in a complex manner. Phenomena observed in power system oscillatory dynamics are diverse and complex. Measured ambient data are known to exhibit noisy, nonstationary fluctuations resulting primarily from small magnitude, random changes in load, driven by low-scale motions or nonlinear trends originating from slow control actions or changes in operating conditions. Forced oscillations resulting from major cascading events, on the other hand, may contain motions with a broad range of scales and can be highly nonlinear and time-varying. Prediction of temporal dynamics, with the ultimate application to real-time system monitoring, protection and control, remains a major research challenge due to the complexity of the driving dynamic and control processes operating on various temporal scales that can become dynamically involved. An understanding of system dynamics is critical for reliable inference of the underlying mechanisms in the observed oscillations and is needed for the development of effective wide-area measurement and control systems, and for improved operational reliability.
Author | : Gonzalo R. Arce |
Publisher | : John Wiley & Sons |
Total Pages | : 483 |
Release | : 2005-01-03 |
Genre | : Science |
ISBN | : 0471691844 |
Download Nonlinear Signal Processing Book in PDF, Epub and Kindle
Nonlinear Signal Processing: A Statistical Approach focuses on unifying the study of a broad and important class of nonlinear signal processing algorithms which emerge from statistical estimation principles, and where the underlying signals are non-Gaussian, rather than Gaussian, processes. Notably, by concentrating on just two non-Gaussian models, a large set of tools is developed that encompass a large portion of the nonlinear signal processing tools proposed in the literature over the past several decades. Key features include: * Numerous problems at the end of each chapter to aid development and understanding * Examples and case studies provided throughout the book in a wide range of applications bring the text to life and place the theory into context * A set of 60+ MATLAB software m-files allowing the reader to quickly design and apply any of the nonlinear signal processing algorithms described in the book to an application of interest is available on the accompanying FTP site.
Author | : Danilo P. Mandic |
Publisher | : John Wiley & Sons |
Total Pages | : 344 |
Release | : 2009-04-20 |
Genre | : Science |
ISBN | : 0470742631 |
Download Complex Valued Nonlinear Adaptive Filters Book in PDF, Epub and Kindle
This book was written in response to the growing demand for a text that provides a unified treatment of linear and nonlinear complex valued adaptive filters, and methods for the processing of general complex signals (circular and noncircular). It brings together adaptive filtering algorithms for feedforward (transversal) and feedback architectures and the recent developments in the statistics of complex variable, under the powerful frameworks of CR (Wirtinger) calculus and augmented complex statistics. This offers a number of theoretical performance gains, which is illustrated on both stochastic gradient algorithms, such as the augmented complex least mean square (ACLMS), and those based on Kalman filters. This work is supported by a number of simulations using synthetic and real world data, including the noncircular and intermittent radar and wind signals.
Author | : Colin F. N. Cowan |
Publisher | : |
Total Pages | : |
Release | : 2004 |
Genre | : |
ISBN | : |
Download Nonlinear and Non-Gaussian Signal Processing Book in PDF, Epub and Kindle
Author | : Michael Joham |
Publisher | : |
Total Pages | : 0 |
Release | : 2004 |
Genre | : |
ISBN | : |
Download Optimization of Linear and Nonlinear Transmit Signal Processing Book in PDF, Epub and Kindle
Author | : Stephen Marshall |
Publisher | : Hindawi Publishing Corporation |
Total Pages | : 375 |
Release | : 2006 |
Genre | : Science |
ISBN | : 9775945372 |
Download Advances in Nonlinear Signal and Image Processing Book in PDF, Epub and Kindle
Author | : |
Publisher | : |
Total Pages | : |
Release | : 1994 |
Genre | : |
ISBN | : |
Download Nonlinear Digital Signal Processing Book in PDF, Epub and Kindle