Descripción
Bounding Approaches to System Identification
1. Overview of the Volume. - 2. Optimal Estimation Theory for Dynamic Systems with Set Membership Uncertainty: An Overview. - 3. Solving Linear Problems in the Presence of Bounded Data Perturbations. - 4. Review and Comparison of Ellipsoidal Bounding Algorithms. - 5. The Dead Zone in System Identification. - 6. Recursive Estimation Algorithms for Linear Models with Set Membership Error. - 7. Transfer Function Parameter Interval Estimation Using Recursive Least Squares in the Time and Frequency Domains. - 8. Volume-Optimal Inner and Outer Ellipsoids. - 9. Linear Interpolation and Estimation Using Interval Analysis. - 10. Adaptive Approximation of Uncertainty Sets for Linear Regression Models. - 11. Worst-Case l1 Identification. - 12. Recursive Robust Minimax Estimation. - 13. Robustness to Outliers of Bounded-Error Estimators and Consequences on Experiment Design. - 14. Ellipsoidal State Estimation for Uncertain Dynamical Systems. - 15. Set-Valued Estimation of State and Parameter Vectors within Adaptive Control Systems. - 16. Limited-Complexity Polyhedric Tracking. - 17. Parameter-Bounding Algorithms for Linear Errors-in-Variables Models. - 18. Errors-in-Variables Models in Parameter Bounding. - 19. Identification of Linear Objects with Bounded Disturbances in Both Input and Output Channels. - 20. Identification of Nonlinear State-Space Models by Deterministic Search. - 21. Robust Identification and Prediction for Nonlinear State-Space Models with Bounded Output Error. - 22. Estimation Theory for Nonlinear Models and Set Membership Uncertainty. - 23. Guaranteed Nonlinear Set Estimation via Interval Analysis. - 24. Adaptive Control of Systems Subjected to Bounded Disturbances. - 25. Predictive Self-Tuning Control by Parameter Bounding and Worst-Case Design. - 26. System Identification forH?-Robust Control Design. - 27. Estimation of Mobile Robot Localization: Geometric Approaches. - 28. Improved Image Compression Using Bounded-Error Parameter Estimation Concepts. - 29. Applications of OBE Algorithms to Speech Processing. - 30. Robust Performances Control Design for a High Accuracy Calibration Device. Language: English
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Nº de Fruugo :
450896540-950607315
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ISBN:
9781475795479
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