Read e-book online Adaptive prediction and predictive control PDF

By P.P. Kanjilal

ISBN-10: 0863411932

ISBN-13: 9780863411939

This publication is set prediction and keep an eye on of procedures that are expressed through discrete-time versions (i.e. the features fluctuate in a roundabout way with time). the purpose of the e-book is to supply a unified and accomplished assurance of the rules, views and strategies of adaptive prediction, that's utilized by scientists and researchers in a large choice of disciplines

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Example text

2. Models based on orthogonal transformations In this book there is particular emphasis on the use of singular value decomposition (SVD) for modelling. 6). 3). The principle of modelling for the nearly periodic series is that the consecutive periods are aligned into consecutive rows of a matrix, which is SV-decomposed; the decomposed components are now modelled, typically as a time series. 8. A quasiperiodic series, can be decomposed into components which are individually nearly periodic, and hence can be modelled the same way as above.

A) The continuous-time signal f(t), (b) The spectrum of f(t). (c) Uniform pulse train 6T (t). (d) Fourier transform of 5 T (t); sampling frequency = o)s. (e) Convolution of two signals f(t) and 5 Ts (t). (f) The convolved signal f'(t) or the sampled signal f(t).

QQ Again, preprocessing of the data in terms of nonlinear Sec. 3) can improve transformation (discussed in stationarity. Nonlinear transformation is also used to formulate linear-in-the-parameter models for nonlinear time series or processes. Estimation and the noise process The proper characterization of the noise is important from a parameter estimation point of view. The assumed noise structure has to conform to the requirements of the estimation method, as otherwise the estimates may not be valid.

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Adaptive prediction and predictive control by P.P. Kanjilal

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