Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Nonparametric System Identification

Buy
Presenting a thorough overview of the theoretical foundations of non-parametric system identification for nonlinear block-oriented systems, this books shows that non-parametric regression can be successfully applied to system identification, and it highlights the achievements in doing so. With emphasis on Hammerstein, Wiener systems, and their multidimensional extensions, the authors show how to identify nonlinear subsystems and their characteristics when limited information exists. Algorithms using trigonometric, Legendre, Laguerre, and Hermite series are investigated, and the kernel algorithm, its semirecursive versions, and fully recursive modifications are covered. The theories of modern non-parametric regression, approximation, and orthogonal expansions, along with new approaches to system identification (including semiparametric identification), are provided. Detailed information about all tools used is provided in the appendices. This book is for researchers and practitioners in systems theory, signal processing, and communications and will appeal to researchers in fields like mechanics, economics, and biology, where experimental data are used to obtain models of systems.

Provides an overview of non-parametric system identification for nonlinear block-oriented systems, as well as new approaches. Demonstrates possibilities of applying non-parametric regression to system identification and shows how to identify nonlinear subsystems and their characteristics with limited information. Ideal for researchers and practitioners in systems theory, signal processing, and communications and researchers in mechanics, economics, and biology.

About the Author

Włodzimierz Greblicki is a professor at the Institute of Computer Engineering, Control, and Robotics at the Wrocław University of Technology, Poland.

Mirosław Pawlak is a professor in the Department of Electrical and Computer Engineering at the University of Manitoba, Canada. He was awarded his PhD in 1982 from the Wrocław University of Technology, Poland. Both authors have published extensively over the years in the area of non-parametric theory and applications.
(HTML tags aren't allowed.)

Wirelessness: Radical Empiricism in Network Cultures
Wirelessness: Radical Empiricism in Network Cultures

Motion, to take a good example, is originally a turbid sensation, of which the native shape is perhaps best preserved in the phenomenon of vertigo. (James 1996a, 62)

Between 1999 and 2009, a “ turbid ” or disordered sensation of change was felt as wireless connections expanded and eroded the edges of the Internet...

Air Pollution Control Equipment Calculations
Air Pollution Control Equipment Calculations
Unique problem-and-solution approach for quickly mastering a broad range of calculations

This book's problem-and-solution approach enables readers to quickly grasp the fundamentals of air pollution control equipment and essential applications. Moreover, the author sets forth solid principles for the design and selection of air pollution control...

Professional SharePoint 2007 Design (Wrox Professional Guides)
Professional SharePoint 2007 Design (Wrox Professional Guides)
Professional Microsoft SharePoint 2007 Design

Take your SharePoint site design to the next level by exploiting the powerful set of tools that SharePoint 2007 offers. Focused purely on the topic of design as it relates to SharePoint 2007, this book arms you with the knowledge you will need to create unique and dynamic...


Multicore DSP: From Algorithms to Real-time Implementation on the TMS320C66x SoC
Multicore DSP: From Algorithms to Real-time Implementation on the TMS320C66x SoC

The only book to offer special coverage of the fundamentals of multicore DSP for implementation on the TMS320C66xx SoC

This unique book provides readers with an understanding of the TMS320C66xx SoC as well as its constraints. It offers critical analysis of each element, which not only broadens their knowledge of...

Game Development Business and Legal Guide
Game Development Business and Legal Guide

The author's clear, conversational writing style easily explains the complex technology issues, making this book a must-have for developers wishing to take their works to the next level. While not a substitute for professional advice, the book guides the reader through the general business issues and pitfalls of game development...

Games That Sell! (Wordware Game and Graphics Library)
Games That Sell! (Wordware Game and Graphics Library)
Analyzes successful games and translates this unique analysis into a book that details the do's and don'ts of effective game development and marketing.

About the Author
Mark H. Walker is a veteran journalist, writer, and game designer. He has written more than 40 books about computer gaming, including Video
...
©2019 LearnIT (support@pdfchm.net) - Privacy Policy