<p><P>System identification is an established field in the area of system analysis and control. It aims to determine particular models for dynamical systems based on observed inputs and outputs. Although dynamical systems in the physical world are naturally described in the continuous-time domain, m
Identification of Continuous-time Models from Sampled Data
โ Scribed by Hugues Garnier, Liuping Wang, Peter C. Young (auth.), Hugues Garnier PhD, Liuping Wang PhD (eds.)
- Publisher
- Springer-Verlag London
- Year
- 2008
- Tongue
- English
- Leaves
- 431
- Series
- Advances in industrial control
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
โฆ Subjects
Control Engineering;Simulation and Modeling;Vibration, Dynamical Systems, Control;Signal, Image and Speech Processing;Statistics for Engineering, Physics, Computer Science, Chemistry &Geosciences;Systems and Information Theory
๐ SIMILAR VOLUMES
<p><P>System identification is an established field in the area of system analysis and control. It aims to determine particular models for dynamical systems based on observed inputs and outputs. Although dynamical systems in the physical world are naturally described in the continuous-time domain, m
The presentation of a coherent methodology for the estimation of the parameters of mathematical models from experimental data is examined in this volume. Many topics are covered including the choice of the structure of the mathematical model, the choice of a performance criterion to compare models,
This open access book provides a comprehensive treatment of recent developments in kernel-based identification that are of interest to anyone engaged in learning dynamic systems from data. The reader is led step by step into understanding of a novel paradigm that leverages the power of machine learn
Int. Conference on Information Technologies (InfoTech-2013). St. Constantine and Elena resort, Bulgaria,sept.19-20, 2013, pp.312-319<br/>In this work a data structures that present the models used in system identification of experimental data are described.The data structure isan extension of Object