Adaptive Filtering Prediction and Control (Dover Books on by Graham C Goodwin,Kwai Sang Sin PDF

By Graham C Goodwin,Kwai Sang Sin

ISBN-10: 013004069X

ISBN-13: 9780130040695

ISBN-10: 0486469328

ISBN-13: 9780486469324

This unified survey of the idea of adaptive filtering, prediction, and keep watch over makes a speciality of linear discrete-time structures and explores the ordinary extensions to nonlinear structures. based on the significance of pcs to sensible purposes, the authors emphasize discrete-time platforms. Their process summarizes the theoretical and functional features of a big category of adaptive algorithms.
Ideal for complex undergraduate and graduate sessions, this remedy involves components. the 1st part issues deterministic structures, protecting types, parameter estimation, and adaptive prediction and regulate. the second one half examines stochastic structures, exploring optimum filtering and prediction, parameter estimation, adaptive filtering and prediction, and adaptive regulate. large appendices provide a precis of appropriate heritage fabric, making this quantity mostly self-contained. Readers will locate that those theories, formulation, and functions are regarding a number of fields, together with biotechnology, aerospace engineering, desktop sciences, and electric engineering.

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Adaptive Filtering Prediction and Control (Dover Books on Electrical Engineering) by Graham C Goodwin,Kwai Sang Sin

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