Time Series Modeling for Analysis and Control: Advanced Autopilot and Monitoring Systems (SpringerBriefs in Statistics) (by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa)


Author(s): Kohei Ohtsu, Hui Peng, Genshiro Kitagawa

Publisher: Springer
Publish date: 2015-05-14
ISBN-10: 4431553029
ISBN-13: 9784431553021
Language: English
Description: This book presents multivariate time series methods for the
analysis and optimal control of feedback systems. Although ships’
autopilot systems are considered through the entire book, the
methods set forth in this book can be applied to many other
complicated, large, or noisy feedback control systems for which it
is difficult to derive a model of the entire system based on theory
in that subject area. The basic models used in this method are the
multivariate autoregressive model with exogenous variables (ARX)
model and the radial bases function net-type coefficients ARX
model. The noise contribution analysis can then be performed
through the… more…

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