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.