Nonlinear System Identification: NARMAX Methods in the Time, Frequency, and S...

Description: Nonlinear System Identification: NARMAX Methods in the Time, Frequency, and Spatio-Temporal Domains [Hardcover] Billings, Stephen A. Product Overview Nonlinear System Identification: NARMAX Methods in the Time, Frequency, and Spatio-Temporal Domains describes a comprehensive framework for the identification and analysis of nonlinear dynamic systems in the time, frequency, and spatio-temporal domains. This book is written with an emphasis on making the algorithms accessible so that they can be applied and used in practice.Includes coverage of:The NARMAX (nonlinear autoregressive moving average with exogenous inputs) modelThe orthogonal least squares algorithm that allows models to be built term by term where the error reduction ratio reveals the percentage contribution of each model termStatistical and qualitative model validation methods that can be applied to any model classGeneralised frequency response functions which provide significant insight into nonlinear behavioursA completely new class of filters that can move, split, spread, and focus energyThe response spectrum map and the study of sub harmonic and severely nonlinear systemsAlgorithms that can track rapid time variation in both linear and nonlinear systemsThe important class of spatio-temporal systems that evolve over both space and timeMany case study examples from modelling space weather, through identification of a model of the visual processing system of fruit flies, to tracking causality in EEG data are all included to demonstrate how easily the methods can be applied in practice and to show the insight that the algorithms reveal even for complex systemsNARMAX algorithms provide a fundamentally different approach to nonlinear system identification and signal processing for nonlinear systems. NARMAX methods provide models that are transparent, which can easily be analysed, and which can be used to solve real problems.This book is intended for graduates, postgraduates and researchers in the sciences and engineering, and also for users from other fields who have collected data and who wish to identify models to help to understand the dynamics of their systems. Read more Details Publisher ‏ : ‎ Wiley; 1st edition (September 23, 2013) Language ‏ : ‎ English Hardcover ‏ : ‎ 576 pages ISBN-10 ‏ : ‎ 1119943590 ISBN-13 ‏ : ‎ 94 Item Weight ‏ : ‎ 2.41 pounds Dimensions ‏ : ‎ 7 x 1.4 x 9.95 inches Best Sellers Rank: #4,130,644 in Books (See Top 100 in Books) #569 in Signal Processing #647 in Industrial Quality Control #569 in Signal Processing We have been selling used books since 2012, and we've learned that the most important thing is doing good business. Honesty is our policy. Free Shipping We ship worldwide. We have multiple warehouses around the world, so please note the extended handling time on certain listings.

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