Dynamic Systems Models

New Methods of Parameter and State Estimation

Häftad, Engelska, 2018

AvJosif A. Boguslavskiy,Mark Borodovsky

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This monograph is an exposition of a novel method for solving inverse problems, a method of parameter estimation for time series data collected from simulations of real experiments.

Produktinformation

Utgivningsdatum2018-04-19
Mått155 x 235 x 13 mm
Vikt347 g
FormatHäftad
SpråkEngelska
Antal sidor201
FörlagSpringer International Publishing AG
ISBN9783319791418

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From the Contents: Linear Estimators of a Random-Parameter Vector.-Basis of the Method of Polynomial Approximation.- Polynomial Approximation and Optimization of Control.- Polynomial Approximation Technique Applied to Inverse Vector Functions.- Identification of Parameters of Nonlinear Dynamical Systems: Smoothing, Filtering and Forecasting the State Vector.- Estimating Status Vectors from Sight Angles.- Estimation of Parameters of Stochastic Models.- Designing the Control of Motion to a Target Point of Phase Space.- Inverse Problems of Dynamics Algorithm for Identifying Parameters of an Aircraft